Data Science Training Course in Kerala | Online Course
Home » Data Science & Ai Courses India » Data Science Certification Course in Kerala

Data Science Certification Course in Kerala

(4.9) 22315 Ratings 11458Learners

Live Instructor LED Online Training

Learn from Certified Experts

  • Get Equipped with 11+ years of Certified Data Science Experts.
  • Learn the Several Extensive Data Science Concepts.
  • Most Unique Curriculum Outlined by Professional Data Science Tutors.
  • Support the candidates to get their Dream Job in Data Analytics.
  • Deals with 650+ Recruiting Clients for Providing the Best Interview Preparation Techniques.
  • Get Access for students Portal, Study Materials, Videos Lectures.
  • It’s a chance to Polish your career in Data Science – Enroll Your Name Now!

aws training

Have Queries? Ask our Experts

+91-7669 100 251

Available 24x7 for your queries

Upcoming Batches

22-Apr-2024
Mon-Fri

Weekdays Regular

08:00 AM & 10:00 AM Batches

(Class 1Hr - 1:30Hrs) / Per Session

17-Apr-2024
Mon-Fri

Weekdays Regular

08:00 AM & 10:00 AM Batches

(Class 1Hr - 1:30Hrs) / Per Session

20-Apr-2024
Sat,Sun

Weekend Regular

(10:00 AM - 01:30 PM)

(Class 3hr - 3:30Hrs) / Per Session

20-Apr-2024
Sat,Sun

Weekend Fasttrack

(09:00 AM - 02:00 PM)

(Class 4:30Hr - 5:00Hrs) / Per Session

Hear it from our Graduate

Learn at Home with ACTE

Online Courses by Certified Experts

Learn the Consequences of Data Science Certification Training in Kerala

  • This Data Science online course provides all the essential tools and knowledge necessary to become an accomplished Data Scientist.
  • Nearly 100% student satisfaction with over 300+ batches completed successfully.
  • Learn coding in Python and use it for statistical analysis, and get familiar with the mathematics of Machine Learning.
  • Get Trained from certified trainers from highly reputed multinational companies with over several years of experience in the industry.
  • Our trainers specialize in state-of-the-art Deep Learning frameworks like Google's TensorFlowDevelop, keeping you with the current trends of the job market.
  • We teach you how to apply these skills in real life through guided online practice sessions.
  • Tie-up & MOU with over 1000+ Small & Medium Corporate Companies to Support you with Opportunities to Kick-Start & Step-up your Career.
  • Learning Concepts: Data Science, significance of Data Science in today’s digitally-driven world, components of the Data Science lifecycle, big data and Hadoop, Machine Learning and Deep Learning, R programming and R Studio, Data Exploration, Data Manipulation, Data Visualization, Logistic Regression, Decision Trees & Random Forest, Unsupervised learning, Association Rule Mining & Recommendation Engine, Time Series Analysis, Support Vector Machine - (SVM), Naïve Bayes, Text Mining, Case Study.
  • START YOUR CAREER WITH DATA SCIENCE COURSE THAT GETS YOU A JOB OF UPTO 5 LACS IN JUST 60 DAYS!
  • Classroom Batch Training
  • One To One Training
  • Online Training
  • Customized Training
  • Enroll Now

This is How ACTE Students Prepare for Better Jobs

PLACED IMAGE ACTE

Course Objectives

The potential for quantum computing and data science is big within the future. Machine Learning may also method the data abundant quicker with its accelerated learning and advanced capabilities. supported this, the time needed for finding advanced issues is considerably reduced. The role of the data scientist is currently a buzzworthy career. It's standing within the marketplace and provides opportunities for folks that study data science to create valuable contributions to their firms and societies at giant.

Big data. Data scientists shrewdness to use their skills in maths, statistics, programming, and alternative connected subjects to prepare giant information sets. Then, they apply their knowledge to uncover solutions hidden within the information require on business challenges and goals. Data science is high in demand and explains however digital information is remodeling businesses and serving to them create chiseler and significant selections. therefore digital data is everywhere for folks that are trying to figure as a data scientist.

  • Get comfy with Python
  • Learn information analysis, manipulation, and visualization with pandas
  • Learn machine learning with scikit-learn
  • Understand machine learning in additional depth
  • Keep learning and active
With the correct qualifications, you’ll get pleasure from a bright career outlook as a knowledgeable soul. The demand for people with these skills can still increase, and people already in data science roles are bound to see their salaries increase within the future. Data scientists work at intervals in most major industries wherever growth is occurring. Not only did IBM predict the demand for data scientists would grow by 28th in 2020, however, the Bureau of Labor Statistics considers data science within the prime twenty quickest growing occupations and has projected thirty-first growth over the following 10 years.
Data science groups have folks from various backgrounds like chemical engineering, physics, economics, statistics, mathematics, research, technology, etc. You'll realize several data scientists with a bachelor's degree in statistics and machine learning however it's not a demand to be told Data Science.
The various edges of Data Science are as follows:
  • The abundance of Positions
  • An extremely Paid Career
  • Data Science is flexible
  • Data Science Makes information higher
  • Data scientists are extremely Prestigious
  • Apache Spark
  • BigML
  • D3 MATLAB
  • Excel
  • ggplot2

What are the purposes of the Data Science Certification?

The key objective of Data Science is to extract valuable data to be used in the strategic higher cognitive process, development, analytic thinking, and statement. The key techniques in use are data processing, huge data analysis, data extraction, and data retrieval. The purpose of data science is to create the means for extracting business-focused penetrations from data. This requires an understanding of however worth and data flows in an extremely business, and therefore the ability to use that understanding to find business opportunities.

What skills are utilized in a Data Science Online Training in Kerala?

One of the foremost necessary technical knowledge soul skills is applied math analysis and computing, mining, and process big data sets. This additionally includes extracting the info that's thought valuable. Some information scientists have a pH scale
  • Statistics
  • Programming Language R/ Python
  • Data Extraction, Transformation, and Loading
  • Data wrangle and information Exploration
  • Machine Learning And Advanced Machine Learning (Deep Learning)

What are the job opportunities after completing the Data Science Certification Course?

To name many, a number of the foremost common job titles for information scientists include:
  • Business analyst
  • Data Mining Engineer
  • Data designer
  • Data Scientist
  • Senior Data Scientist

What are the requirements for learning Data Science Certification?

Data science requires the basics of statistics and mathematics, which should be clear to be able to analyze the problems that are at hand. To solve business problems, you need to have soft skills like team management and control over the projects to meet the deadlines. You will find many data scientists with a bachelor's degree in statistics and machine learning but it is not a requirement to learn data science

Will Data Science requires coding background?

You need to possess knowledge of different programming languages, like Python, Perl, C/C++, SQL, and Java, with Python being the foremost common cryptography language needed in data science roles. These programming languages facilitate data scientists to organize unstructured data sets.6
Show More

Overview of Data science Training in Kerala

Data research is the examination of genuine reactions, similar to homegrown innovation, of normal innovation. Data is real, Data has genuine properties, and if we're to work on them we need to focus on them. Data innovation conveys Data and positive side effects and manifestations are not an event, it's miles a cycle. This Data Science Training in Kerala has the interaction is to utilize Data to acknowledge and recognize an extreme scope of various things. Permit us to expect when you have an issue form or justification, and you attempt to support your Data with that defense or variant. They are the ability to uncover (or separate) the pieces of skill and styles at the rear of the Data. It is through the method of a method for unraveling Data directly into a story. Use describing for skill. Besides, you could pick an organization or business as usual deliberately with this perception.

The Data research checks out in essence responses, similar to natural innovation, of natural innovation. Data is real, Data have genuine properties, and in case we're too artistic creations on them we should check out them. Data innovation comprises Data and positive signs isn't an occasion, it's miles a technique. This Data Science Training in Kerala has the technique is to apply Data to secure and capture an excessive number of explicit things. Allow us to expect when you have a problem rendition or explanation, and you attempt to approve your Data with that explanation or adaptation. They are the cap potential to reveal (or digest) the experiences and improvements at the rear of Data. It is through the method of a method for interpreting Data directly into a story. Use narrating for discernment. Furthermore, you could select an office or gather deliberately with this discernment.

 

Additional Info

About Data Science:

Data Science stays a best in the class issue among taught trained professionals and organizations focused on get-together Data and extricating material experiences from it to help gatherings to prosper. A monstrous amount of Data might be valuable to any organization, but handiest in case its miles are handled accurately. At the point when we entered the time of enormous Data, the call for carports sped up ten times. Until 2010, the main awareness transformed into growing a cutting edge foundation to shop these cherished Data, which could ultimately be gotten to and prepared to produce endeavor experiences. With structures like Hadoop taking care of the carport, the eye has now changed to handle this reality. How about we have a take a see what Data innovation is and how it suits into the contemporary-day nation of gigantic Data and groups.


Why do bunches need Data Science Training?

We've progressed from running with minuscule assortments of ward Data to large mines of unstructured and semi-subordinate Data rolling in from many resources. At the point when it includes preparing this gigantic amount of unstructured Data, standard Business Intelligence innovation misses the mark. Thus, Data Science comprises extra confounded stuff for running with gigantic volumes of Data from various reasserts comprehensive of financial logs, sight, and sound records, promoting and showcasing administrative work, sensors, and gear, and literary substance files.


Who manages the Data innovation procedure?

    At most extreme affiliations, Data innovation undertakings are by and largely administered through the method of a method for 3 assortments of administrators:

  • These directors work together with the Data innovation gathering to connote the problem and increment a request strategy. They might be on the apex of an endeavor line, comprehensive of promoting, money, trials, and component an Data innovation association answering to them. They team up eagerly with the Data innovation and IT heads to ensure that moves are communicated.
  • Senior IT administrators are liable for the system and designed to have the option to help Data innovation undertakings. They are persistently investigating sports and resource use to ensure that Data innovation organizations complete accurately and securely. They can likewise be held liable for creation upkeep and new IT circumstances for Data innovation agencies.
  • Administrators of Data innovation These administrators are in pace with the Data innovation association and their ordinary tasks. They are association makers who can soundness association improvement with task making arrangements and monitoring.

Top Qualities of a Good Data Scientist:

  • Statistical Thinking.
  • Technical Acumen.
  • Multi-modular discussion skills.
  • Curious thoughts.
  • Creativity.

Roles and Duties of Data technology::

    What is a Data scientist?
  • Data innovation is a spic and span pronounce to distinction. It grew out of the area names of quantitative assessment and Data mining. The International Council for Science in Nagpur: Committee on Data for Science and Technology posted the Data Science Journal in 2002. By 2008, the time of Data analyst had arisen, and the circle took off immediately. From that point forward, there was an absence of Data analysts, even though an ever-increasing number of resources and colleges way have all begun to bring to the table Data innovation certificates in Nagpur.
  • A Data scientist's obligations may likewise comprise of developing constructions for understanding Data, preparing Data for exploration, and undertaking Investigating preparing, analyzing, and picturing Data, creating styles with Data the utilization of pc dialects comprehensive of Python and R, and sending designs into apps.
  • The Data specialist is anything but a solitary laborer. Decent Data innovation is done in groups. Besides an Data specialist, this association may likewise comprise of an undertaking agent who portrays the issue, an Data engineer who readies the Data and how its miles got to, an IT modeler who coordinates the secret cycles and establishment, and a product design dressmaker who changes over the styles or outcomes of the investigation into bundles and items.
  • Responsibility:
  • Predictive causal investigation – If you need an adaptation that could depend on the cap possible results of a chose event, later on, you need to utilize insightful causal examination. Say, if you are giving coins the use of a financial assessment card, the likelihood of clients making predetermination FICO rating portions on time incorporates dread for you. Here, you could unite a rendition that could do a perceptive test at the portion records of the supporter to anticipate if the fate portions might be on time table or not.
  • Prescriptive investigation: If you need a variant that has the impression of taking its other options and the ability to direct it with dynamic limits, you need prescriptive exploration for it. This new region is connected to giving advice. In various words, it expects and suggests more than a couple of supported moves and related consequences.
  • The pleasant adaptation for that is Google's self-utilizing vehicle, which I've effectively talked about. The Data amassed through the method of a method for vehicles might be utilized to assemble self-utilizing vehicles. You can do computations in these Data to highlight specialists to it. This will enable your vehicle to take choices like while to show, which way to take while to dial again or accelerate.
  • Machine acquiring Data for making forecasts — If you have esteem fundamentally based absolutely Data of a money office and need to unite an adaptation to decide the predetermination test, then, AI computations are the neatest choice. This falls beneath the perspective of controlled acquiring Data. It is known as controlled because of the reality you at this point have the Data relying upon which you could assemble your machines. For example, a distortion ubiquity variant might be coordinated to utilize a genuine record of fake buys.
  • Machine acquiring Data for test revelation — If you don't have the foggiest idea about the limits on which to make figures, you might need to find the secret models withinside the dataset which will make huge expectations. Since you have no predefined marks for social events, that is the independent form. Grouping is an appropriate estimation utilized for design revelation.
  • Suppose you're running in a telecellsmartphone office and you need to gather an office through a method of a method for placing towers in a region. Then, you could utilize the gathering strategy to discover the top locales a decent method to guarantee that every single one of the clients gets the best sign strength. These are the fields you need if you need to create as a Data Scientist.

Benefits Of Data Science Online Certification Course:

1. Microsoft Data science worker skills

Microsoft progressed the Data science worker that it uses to save and recover Data from programming program application bundles that demand it. It runs on all principle renditions of the Windows walking framework and works withinside the client programming program application and web workers. Many gatherings utilize this particular Data science to save and recover Data, so dominating the way to draw in with Microsoft Data science, in explicit, licenses you to find out about the worker's incredible database.

2. Execution skills

An execution plan is a seen illustration of approaches an Data base motor executes inquiries, which is presumably approached to get legitimate admittance to Data. It's basic to have adequate execution abilities to perceive the general exhibition of an inquiry and investigate failing to meet expectations or nonfunctional ones. This limit assists you with adorning and hold a data set's question normal by and large execution, which besides permits bunches keeping up with far from conventional Data common generally speaking execution troubles.

3. Data base manage

Database oversee abilities ensure that you could make reinforcements on your Data, permitting you and your association to have probability choices if an underlying data set will become harmed, awkward, or debased. When situating out the way to reinforcement Data, software engineers frequently select out from four alternatives: whole reinforcement, differential, tail log, or value-based log reinforcement. Each type of reinforcement suits explicit dreams, and skill which is a truly ideal decision for the particular Data that fantasies backing up is basic while working with data.

4. PHP skills

PHP is one of the greatest notable prearranging dialects utilized for net website online improvement. While dominating it does now not straight away identify with further developing your Data science abilities, it's far anyway a valuable ability to contemplate as it can assist you with perceiving a website online as a whole. Software engineers regularly use PHP to gather a site and Data science to connect with and demand Data on a site. Getting comfortable with everything about dialects permits a software engineer to perceive how a website on the web and the Data on a website online complete and engage.

5. Data science Joins skills

Programmers use Data science Joins conditions to consolidate devices of Data the utilization of qualities which may not be an extraordinary area to each set. Understanding Data science Joins provisos permits you to consolidate Data from more than one table, making it significantly less complicated to break down severa devices of Data that require the blend. Experience with Joins provisos permits to stimulate the strategy for mixing Data and executing questions in assessment to unmistakable strategies, which incorporates subqueries.

6. Ordering skills

Database files affect how fast a question is executed. Developers force requests onto the right tables of Data to permit files to work effectively. In a perfect world, this guarantees that inquiries bring the necessary Data in a well-coordinated manner. Helpless ordering additionally can also forestall conventional in general execution. When you concentrate on the explanations behind the utilization of records and the way to apply them, fusing them into your programming will turn into a continuing-on with the method.

7. Related Data science framework skills

Data science utilizes different frameworks to save its Data. Frameworks that incorporate MyData science and PostgreData science have become essential in giving carports to Data Science. They are publicly released, available, and utilize a similar sentence structure as fundamental Data science. Picking the right data set a couple of the 2 frameworks additionally can also offer you an enduring delight of Data science. They can likewise assist with restricting clients, deal with the legitimacy of admittance, and perform delicate responsibilities.

8. OLAP skills

Online Analytical Processing (OLAP) depicts a type of Data base that examines Data a whole part quicker and in a further present-day way than particular data sets. It offers the capacity for complex Data dependent on by and large estimations. While directing this limit requires some investment, it permits causing positive you to perceive your business boss' Data in a lot more noteworthy designated way. Notwithstanding, given the truth Data and innovation are continually changing, this is a limit that requires refreshing and relearning.

9. Specialized Data science Data assessment

Data science has had a major effect on the advertising and showcasing field. From Data appraisal and organizing to resemblance, this language can adapt to different kinds of Data adequately. Data appraisal abilities ensure that you perceive the practices and sorts of your point crowd. From this, you could showcase items to explicit socioeconomics, relying on what explicit Data indicates.

10. Overseeing Data base structure

Windows, Apache, MyData science, and PHP (WAMP) is a product program application stack that, while utilized together, can enliven methodologies related to developing and adapting to web webweb destinations. Whenever you have obtained knowledge of fundamental Data science abilities, it very well may be basic to concentrate on this whole stack to dive more deeply into the elements of your association's web webweb destinations and data.

Data science Certification and Online Course:

With a continuous Database adventure experience outfitted at the quit of the Data Science course, this confirmation expresses that the competitor has gotten the basic abilities to fine art as a Data science Developer. Furnishing that Data science authentication alongside your resume at the hour of the meeting helps with focusing on your profile and besides allows you to get to problem master opportunities.

Data science Certification Course in Toronto bestows the basic limit contraptions that are needed for an expert Data science Developer beneath the steerage of our Real-time experts. Data science Training in Toronto is outfitted through a way of strategies for experts who have 8+ long periods of involvement inside the Database Development stage. The worldwide certificates incorporate – IBM Certified Database Administrator DB2, Oracle Database Certified Administrator, Oracle Certified Professional, MyData science Database Administrator, and Microsoft Data science Server Data base certifications.

Modules Of Data science:

  • Databases and relationships.
  • Data science guidelines and question gear are available.
  • Aggregating functions.
  • Sort the posting through clause.
  • Tables and joins.
  • Subqueries.
  • Data manipulation.
  • Transactional manage.
  • Opinions and methods are aspects of the indistinguishable coin.

Features Of Data science:

  • Earning this Microsoft access-recognition accreditation approves your comprehension of Data considerations applied in Microsoft Azure Data administrations, comprehensive of ways data sets craftsmanship with PostgreData science and MyData science.
  • This accreditation reaches out past Data science to exhibit your comprehension of social and non-social Data, comparatively to Data workloads.
  • The Oracle Database Data science Certified Associate Certification approves your comprehension of pivotal Data science contemplations, it truly is particularly urgent even as working with the Oracle Database server.
  • The confirmation will separate your understanding of Data Science, Data demonstrating, and table-use, among particular things.
  • One affirmation test should be passed.
  • IBM offers three Certified Database Associate Certifications for people who need to show their comprehension of the Informix or Db2 social data set administration systems.
  • There is the best test needed for the MyData science 5.7 Database Administrator Certification a decent method to confirm your comprehension in MyData science, an Oracle social Data base administration system.
  • The certificate will screen vital MyData science understanding which incorporates establishment, arrangement, and checking of the data set administration system.
  • The PostgreData science 12 Associate Certification from EDB approves your comprehension of the essentials needed to craftsmanship with PostgreData science servers.
  • PostgreData science is a social Data base that without issues scales in tremendous organizations.

Pay Scale Of Data science Developer:

Structured Query Language is the venture supported for overseeing social Data bases. This requires order and language cognizance. The middle income introduced for a contestant Database Developer in India is 60k to Rs. 20k reliable with annum. Data science Developers with mid-yr appreciation can procure around 30k to 650k in Kerala reliable with annum. Data science Developers are stressed over what data is withinside the data set, the way it wants to be controlled, and what experiences need to be produced. In this article, we will inspect the worldwide Data science Developer Salary and why each business boss requires one. The not unusualplace benefits for a Data science Developer are ₹203k - ₹895k steady with the month.

Show More

Data Science Course Key Features

ACTE Kerala offers Data Science Training in more than 27+ branches with expert trainers. Here are the key features,

  • One-on-one Doubt Clearance
  • Guaranteed Course Completion
  • Suitable for Beginners & Intermediate
  • Live training with Industry Professionals
  • Completed 500+ Batches
  • Resume Building & Job Orientation Training

Authorized Partners

ACTE TRAINING INSTITUTE PVT LTD is the unique Authorised Oracle Partner, Authorised Microsoft Partner, Authorised Pearson Vue Exam Center, Authorised PSI Exam Center, Authorised Partner Of AWS and National Institute of Education (nie) Singapore.

Curriculum

Syllabus of Data Science Course in Kerala
Module 1: Introduction to Data Science with R
  • What is Data Science, significance of Data Science in today’s digitally-driven world, applications of Data Science, elements of Data Science, components of the Data Science lifecycle, introduction to big data and Hadoop, introduction to Machine Learning and Deep Learning, introduction to R programming and R Studio.
  • Hands-on Exercise - Installation of R Studio, implementing easy mathematical operations and logic victimization R operators, loops, if statements and switch cases.
Module 2: Data Exploration
  • Introduction to data exploration, commerce and commercialism data to/from external sources, what is data exploratory analysis, data commerce, data frames, operating with data frames, accessing individual components, vectors and factors, operators, in-built functions, conditional, process statements and user-defined functions, matrix, list and array.
  • Hands-on Exercise -Accessing individual components of client churn data, modifying and extracting the results from the dataset victimization user-defined functions in R.
Module 3: Data Manipulation
  • Need for Data Manipulation, Introduction to duly package, choosing one or more columns with select() function, Filtering out records on the basis of a condition with filter() function, Adding new columns with the mutate() function, Sampling & Counting with sample_fn(), sample_frac() & count() functions, obtaining summarized results with the summarize() function, Combining totally different functions with the pipe operator, Implementing sql like operations with self.
  • Hands-on Exercise -Implementing punctually to perform numerous operations for abstracting over however data is manipulated and stored.

Module 4: Data Visualization
  • Introduction to visualization, differing types of graphs, Introduction to synchronic linguistics of graphics & ggplot2 package, Understanding categorical distribution with geom_bar() function, understanding numerical distribution with geom_hist() function, building frequency polygons with geom_freqpoly(), creating a scatter-plot with geom_pont() function, multivariate analysis with geom_boxplot, univariate Analysis with Bar-plot, histogram and Density Plot, variable distribution, Bar-plots for categorical variables victimization geom_bar(), adding themes with the theme() layer, visualization with portly package & building web applications with shiny R, frequency-plots with geom_freqpoly(), multivariate distribution with scatter-plots and smooth lines, continuous vs categorical with box-plots, subgrouping the plots, working with co-ordinates and themes to make the graphs more presentable, Intro to plotly & various plots, visualization with gives package, geographic visualization with ggmap(), building web applications with shiny R.
  • Hands-on Exercise -Creating data visualization to know the client churn ratio using charts using ggplot2, Portly for importing and analyzing data into grids. You'll visualize tenure, monthly charges, total charges and alternative individual columns by victimization the scatter plot.
Module 5: Introduction to Statistics
  • Why do we want Statistics?, Categories of Statistics, Statistical applied Terminologies, Types of Data, Measures of Central Tendency, Measures of Spread, Correlation & Covariance, Standardization & Normalization, Probability & Types of Probability, Hypothesis Testing, Chi-Square testing, ANOVA, normal distribution, binary distribution.
  • Hands-on Exercise -– Building a statistical applied analysis model that uses quantifications, representations, experimental data for gathering, reviewing, analyzing and drawing conclusions from data.
Module 6: Machine Learning
  • Introduction to Machine Learning, introduction to Linear Regression, predictive modeling with Linear Regression, simple Linear and multiple Linear Regression, ideas and formulas, assumptions and residual diagnostics in Linear Regression, building simple linear model, predicting results and finding p-value, introduction to logistic regression, comparing linear regression and logistics regression, bivariate & multi-variate logistic regression, confusion matrix & accuracy match of model, threshold evaluation with ROCR, Linear Regression concepts and detailed formulas, various assumptions of Linear Regression, residuals, qqnorm(), qqline(), understanding the fit of the model, building straight forwarding linear model, predicting outline results and finding p-value, understanding the summary results with Null Hypothesis, p-value & F-statistic, building linear models with multiple independent variables.
  • Hands-on Exercise -Modeling the link at intervals within the data using linear predictor functions. Implementing Linear & provision Logistics Regression in R by building model with ‘tenure’ as dependent variable and multiple freelance variables.
Module 7: Logistic Regression
  • Introduction to Logistic Regression, Logistic Regression Concepts, Linear vs Logistic regression, math behind Logistic Regression, detailed formulas, logit operate function and odds, Bi-variate logistic Regression, Poisson Regression, building straightforward “binomial” model and predicting result, confusion matrix and Accuracy, true positive rate, false positive rate, and confusion matrix for evaluating built model, threshold analysis evaluation with ROCR, finding the right threshold by building the ROC plot, cross validation & multivariate logistic regression, building logistic models with multiple independent variables, real-life applications of providing Logistic Regression.
  • Hands-on Exercise -Implementing prognosticative analytics by describing the data and explaining the relationship between one dependent binary variable and one or a lot of binary variables. You'll use glm() to create a model and use ‘Churn’ as the dependent variable. Module 8: Decision Trees & Random Forest
Module 8: Decision Trees & Random Forest
  • What is classification and totally different classification techniques, introduction to Decision Tree, algorithm for decision tree induction, building a decision tree in R, creating a perfect Decision Tree, Confusion Matrix, Regression trees vs Classification trees, introduction to ensemble of trees and bagging, Random Forest concept, implementing Random Forest in R, what is Naïve Bayes, Computing Possibilities, Impurity Function – Entropy, understand the ideas of information gain for right split of node, Impurity Function – Information gain, understand the concept of Gini index for right split of node, Impurity Function – Gini index, understand the concept of Entropy for right split of node, overfitting & pruning, pre-pruning, post-pruning, cost-complexity pruning, pruning decision tree and predicting values, realize the right no of trees and evaluate performance metrics.
  • Hands-on Exercise -Implementing Random Forest for both regression and classification problems. You will build a tree, prune it by using ‘churn’ because of the dependent variable and build a Random Forest with the proper of trees, victimization ROCR for performance metrics.
Module 9: Unsupervised learning
  • Introduction to association rule Mining & Market Basket Analysis, measures of Association Rule Mining: Support, Confidence, Lift, Apriority algorithm & implementing it in R, Introduction to Recommendation Engine, user-based cooperative filtering & Item-Based Cooperative Filtering, implementing Recommendation Engine in R, user-Based and item-Based, Recommendation Use-cases. Hands-on Exercise -Deploying association analysis as a rule-based machine learning method, identifying strong rules discovered in databases with measures based on fascinating discoveries.
  • Hands-on Exercise -Deploying unsupervised learning with R to achieve clustering and dimensionality reduction, K-means clustering for visualizing and interpreting results for the customer churn data.
Module 10: Association Rule Mining & Recommendation Engine
  • Introduction to association rule Mining & Market Basket Analysis, measures of Association Rule Mining: Support, Confidence, Lift, Apriori algorithm & implementing it in R, Introduction to Recommendation Engine, user-based collaborative filtering & Item-Based Collaborative Filtering, implementing Recommendation Engine in R, user-Based and item-Based, Recommendation Use-cases.
  • Hands-on Exercise -Deploying association analysis as a rule-based machine learning method, identifying strong rules discovered in databases with measures based on interesting discoveries.
Module 11: Introduction to Artificial Intelligence (self paced)
  • introducing Artificial Intelligence and Deep Learning, what is an Artificial Neural Network, TensorFlow – computational framework for building AI models, fundamentals of building ANN using TensorFlow, working with TensorFlow in R.
Module 12: Time Series Analysis (self paced)
  • What is Time Series, techniques and applications, parts of Time Series, moving average, smoothing techniques, exponential smoothing, univariate time series models, multivariate time series analysis, Arima model, Time Series statistic in R, sentiment analysis in R (Twitter sentiment analysis), text analysis.
  • Hands-on Exercise -Analyzing time series of statistic data, sequence of statistic measurements that follow a non-random order to identify the nature of development and to forecast the future run values in the series.
Module 13: Support Vector Machine - (SVM) (self paced)
  • Introduction to Support Vector Machine (SVM), Data classification treatment using SVM, SVM Algorithms using mistreatment Separable and Inseparable cases, Linear SVM for characteristics margin hyperplane.
Module 14: Naïve Bayes (self paced)
  • what is Bayes theorem, What's Naïve Bayes Classifier, Classification Workflow, However Naïve Bayes classifier works, Classifier building in Simit-learn, building a probabilistic classification model using Naïve Bayes, Zero chance drawback Probability Problem.
Module 15: Text Mining (self paced)
  • Introduction to ideas of Text Mining, Text Mining use cases, understanding and manipulating text with ‘tm’ & ‘stringR’, Text Mining Algorithms, Quantification of Text, Term Frequency-Inverse Document Frequency (TF-IDF), After TF-IDF.
Module 16: Case Study
  • This case study is related to the modeling technique of Market Basket Analysis wherever you'll study about loading of data, numerous techniques for plotting the things and running the algorithms. It includes checking out what are the items that go hand in hand and thence will be clubbed together. This can be used for various real world eventualities like a supermarket shopping cart and so on.
Show More
Show Less
Need customized curriculum?

Get Hands-on Knowledge about Real-Time Data Science Projects

Project 1
Fake News Detection

The goal of this project is to create a real-time machine learning model determine the legitimacy of social media news.

Project 2
Forest Fire Prediction

To deal with such a calamity, a large sum of money must be spent on infrastructure, as well as control and handling.

Project 3
Road Lane Line Detection

In this project, lines placed on the road provide lane detection instructions to a human driver and detections.

Project 4
Driver Drowsiness Detection

The major goal of this project is to detect when a driver may become tired and fall asleep while driving.

Our Recruiting Partner for Placements

ACTE Kerala offers placement opportunities as add-on to every student / professional who completed our classroom or online training. Some of our students are working in these companies listed below.

  • We are associated with a dedicated Placement support team that provides the necessities of Learners on Hiring.
  • After completing the Data science Online Course, we will organize the interview calls to students & prepare them for F2F synergy.
  • We are associated with TOP IT resistant companies like HCL, Wipro, Dell, HP, Accenture, Google, CTS, TCS, IBM, etc. It makes us fit to put our applicants in top MNCs across the globe.
  • Data Science Trainers assist students in developing their resume matching the current industry needs
  • Trainers instruct the students in developing their skills matching the present enterprise essentials.
  • We will schedule Mock Exams and Mock Interviews to upskill the candidates' knowledge.

Get Certified in Data Science with Industry Recognized ACTE Certificate

ACTE Data Science Training Certificate is authorized by all Worldwide Organizations and all over the globe. After completion of the entire program will provide the certificates for both the candidates and the professional instructors. Our trainers helped the candidates to get certified the other certification like CCA and CCP are the top-level proving your advanced skills and deep knowledge of Machine Learning. ACTE Data Science Certification will enhance the significance of your resume. It will lead you to a wide range of opportunities in your Career Path. This Certificate will help you to adopt new skills in the development of advanced concepts of Data Science.

Our ACTE Instructors will help the students to grab the knowledge on Other Data Science Programming and trained them to get other certification which is listed below:

  • Dell EMC Proven Professional Certification Program
  • Certified Analytics Professional
  • SAS Academy for Data Science
  • Microsoft Certified Solutions Expert
  • Cloudera Certified Associate
  • Cloudera Certified Professional - CCP Data Engineer
  • Data Science Certificate
  • Amazon AWS Big Data Certification
  • Oracle Certified Business Intelligence

  • Knowing a few algorithms well is better than knowing about many algorithms and linear regression, k-means clustering, and logistic regression well, can explain and interpret their results.
  • Most of the time, once you use associate degree formula, it'll be a version from a library. You’ll rarely be implementations SVM concepts.
  • Adopt a resource from good study books and e-learning methods according to your exam preparation.
  • Join Our ACTE Data Science Training Course get communicate with our instructors will get an idea regarding the subject and schedule the study plan for the certification exam.

With Data Science Training certificate you will hire for the following jobs:

  • Data Analyst
  • Data Engineers
  • Database Administrator
  • Machine Learning Engineer
  • Data Scientist
  • Data Architect
  • Statistician
  • Business Analyst
  • Data and Analytics Manager

Complete Your Course

a downloadable Certificate in PDF format, immediately available to you when you complete your Course

Get Certified

a physical version of your officially branded and security-marked Certificate.

Get Certified

About Qualified Data Science Instructor

  • Our Data Science Training in Kerala have certified professionals with 9+ years of experience currently working employees with organizations like Cognizant, Dell, Infosys, IBM, L&T InfoTech, TCS, HCL Technologies, etc.
  • The trainers demonstrate many live projects for the training candidates during their training sessions.
  • Tutors will insist the candidates get placed in their respective companies through Employee referral or Internal Hiring Process.
  • Our ACTE tutors are industry-experts and subject specialists who have mastered running applications Providing to them
  • Our Mentors provide our learners with valuable insights into Interview scenarios and questions, as well as thorough Interview preparation and Soft Skills in Best Data Science Certification in Kerala to the students.
  • ACTE Training Institute received prestigious awards for Data Science Training in Kerala from recognized IT industries.

Data Science Course Reviews

Our ACTE Kerala Reviews are listed here. Reviews of our students who completed their training with us and left their reviews in public portals and our primary website of ACTE & Video Reviews.

Nandhini

Student

ACTE is the best training institute for Data science and Data Analytics in BTM Layout. The trainers are well experienced and the methodology of teaching is top notch. They provide practicals along with theoretical sessions for complete understanding of the concepts. They even provide placement assistance after course completion as well.

Suresh Kumar

Software Engineer

ACTE is very good platform to achieve knowledge in depth and They are providing placement for getting Job my experience and i have completed Data Science course in Kerala and ACTE was wonderful not only in terms of understanding the technology but also provides hands on practice to work on technology practically and the faculty is Extremely good and they help students in each and every way possible

Ebenazar

Best DATA SCIENCE training institute in Tambaram with Realtime client projects and dedicated support team. I have taken Data science training on this January and completely happy with their teachings, projects and job support after the course completion. It's a One stop destination for your data science And AI training in BTM Layout.

Illakiya

Student

ACTE for your career switch to Data Science..They have well experienced Trainers in ACTE who can make you industry ready. Curriculum is quite unique and includes current industry needs. They give very good job assistance also.

Tharani

Software Engineer

Its a good institute for Data Science in Porur. The teaching staff is good, they give us day wise assignments which helped me to hands on algorithms of machine learning and also provide us the backup classes. The access they provide is very helpful to listen the classes repeatedly. They provide good placement assistance. Thanks social ACTE team for your support and guidance.

View More Reviews
Show Less

Data Science Course FAQs

Looking for great Discount Price?

Call now: +91 93833 99991 and know the exciting offers available for you!
  • ACTE training institute is the Legend in offering placement to the students. Please visit our Placed Students List on our website
  • We have strong relationship with over 700+ Top MNCs like SAP, Oracle, Amazon, HCL, Wipro, Dell, Accenture, Google, CTS, TCS, IBM etc.
  • More than 3500+ students placed in last year in India & Globally
  • ACTE conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.
  • We have 85% percent of placement record.
  • Our Placement Cell support you till you get placed in better MNC
  • Please Visit Your Student Portal | Here FREE Lifetime Online Student Portal help you to access the Job Openings, Study Materials, Videos, Recorded Section & Top MNC interview Questions
    ACTE Gives Certificate For Completing A Course
  • Certification is Accredited by all major Global Companies
  • ACTE is the unique Authorized Oracle Partner, Authorized Microsoft Partner, Authorized Pearson Vue Exam Center, Authorized PSI Exam Center, Authorized Partner Of AWS and National Institute of Education (NIE) Singapore
  • The entire Data Science training has been built around Real Time Implementation according to the Corporate firms.
  • You Get Hands-on Experience with Industry Projects, Hackathons & lab sessions which will help you to Build your Project Portfolio
  • GitHub repository and Showcase to Recruiters in Interviews & Get Placed
All the instructors at ACTE are practitioners from the Industry with minimum 9-12 yrs of relevant IT experience. They are subject matter experts and are trained by ACTE for providing an awesome learning experience.
No worries. ACTE assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.
We offer this course in “Class Room, One to One Training, Fast Track, Customized Training & Online Training” mode. Through this way you won’t mess anything in your real-life schedule.

Why Should I Learn Data Science Course At ACTE?

  • Data Science Course in ACTE is designed & conducted by Data Science experts with 10+ years of experience in the Data Science domain
  • Only institution in India with the right blend of theory & practical sessions
  • In-depth Course coverage for 60+ Hours
  • More than 50,000+ students trust ACTE
  • Affordable fees keeping students and IT working professionals in mind
  • Course timings designed to suit working professionals and students
  • Interview tips and training
  • Resume building support
  • Real-time projects and case studies
Yes We Provide Lifetime Access for Student’s Portal Study Materials, Videos & Top MNC Interview Question.
You will receive ACTE globally recognized course completion certification Along with National Institute of Education (NIE), Singapore.
We have been in the training field for close to a decade now. We set up our operations in the year 2009 by a group of IT veterans to offer world class IT training & we have trained over 50,000+ aspirants to well-employed IT professionals in various IT companies.
We at ACTE believe in giving individual attention to students so that they will be in a position to clarify all the doubts that arise in complex and difficult topics. Therefore, we restrict the size of each Data Science batch to 5 or 6 members
Our courseware is designed to give a hands-on approach to the students in Data Science. The course is made up of theoretical classes that teach the basics of each module followed by high-intensity practical sessions reflecting the current challenges and needs of the industry that will demand the students’ time and commitment.
You can contact our support number at +91 93800 99996 / Directly can do by ACTE.in's E-commerce payment system Login or directly walk-in to one of the ACTE branches in India
Show More
Get Training Quote for Free

      Related Category Courses

      data science with sas training acte
      Data Science With SAS Training in Chennai

      Beginner & Advanced level Classes. Hands-On Learning in Data Science Read more

      data science with r training acte
      Data Science with R Training in Chennai

      Beginner & Advanced level Classes. Hands-On Learning in Data Science Read more

      data science with python training acte
      Data Science With Python Training in Chennai

      Live Instructor LED Online Training Learn from Certified Experts Beginner Read more

      python training acte
      Python Training in Chennai

      Live Instructor LED Online Training Learn from Certified Experts Beginner Read more

      r programing training acte
      R Programming Training in Chennai

      Beginner & Advanced level Classes. Hands-On Learning in R Programming. Read more

      machine Learning training acte
      Machine Learning Training in Chennai

      Live Instructor LED Online Training Learn from Certified Experts Beginner Read more

      ai training acte
      Artificial Intelligence Course in Chennai

      Live Instructor LED Online Training Learn from Certified Experts Advanced Read more