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Data Science with Python Training in Pune

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    Learn the Resourceful Data Science with Python Course

    • The goal of our Data Science with Python course is to give participants the abilities and know-how required to use the Python programming language to analyze and understand large, complex data sets.
    • A wide range of subjects are usually covered in this course, such as statistical analysis, machine learning, data manipulation, and data visualization.
    • This course provides students with hands-on experience in solving data-related problems through practical applications, real-world case studies, and projects.
    • Our Data Science with Python course aids students in securing employment by connecting them with potential employers, providing assistance with job placement, resume writing, and interview preparation.
    • The instructors of the data science with Python course are skilled, knowledgeable Python and data science experts who frequently have prior industry experience and training in teaching data science concepts.
    • Upon course completion, students will acquire industry-relevant skills, including data analysis, visualization, machine learning model development, and manipulation.
    • Classroom Batch Training
    • One To One Training
    • Online Training
    • Customized Training
    • Enroll Now

    Course Objectives

    In the future, Python's vital role in data analysis, machine learning, and visualization is anticipated to grow across industries, ensuring ongoing opportunities for skilled professionals and playing a pivotal role in addressing complex challenges and fostering innovation in data-driven business landscapes.

    Yes, this beginner-friendly course provides a strong introduction to Data Science with Python, covering essential concepts, tools, and hands-on skills. The curriculum includes practical exercises and projects for a seamless learning experience and real-world application.

    • Data Scientist
    • Data Analyst
    • Data Engineer
    • AI Research Scientist
    • Database Administrator
    • Machine Learning Engineer
    • Business Intelligence Analyst
    • Develop crucial skills in Python-based data analysis, machine learning, and visualization.
    • Build a strong foundation from the ground up, engaging in practical projects for real-world scenarios.
    • Open doors to varied career possibilities, leveraging Python's pivotal role in the field of data science.
    • Python Programming
    • Data Analysis
    • Statistical Analysis
    • Feature Engineering
    • Model Evaluation
    • Time Series Analysis

    Yes, Data Science is a promising career in India with a growing demand for skilled professionals. The increasing adoption of data-driven decision-making across industries offers ample opportunities. Pursuing a career in Data Science in India can lead to rewarding roles and competitive salaries.

    • Jupyter Notebooks
    • NumPy
    • Pandas
    • Matplotlib
    • Scikit-learn
    • TensorFlow and PyTorch

    Is learning Data Science with Python easy?

    Yes, learning Data Science with Python is accessible, thanks to its user-friendly syntax and extensive libraries. Numerous resources and courses cater to beginners, facilitating a smooth learning experience.

    What kind of course materials are offered for the Data Science with Python course?

    The course materials for Data Science with Python usually encompass thorough resources, such as lecture notes, code samples, and project guides, promoting a holistic grasp of both theoretical concepts and practical implementation. Supplementary readings and access to pertinent datasets are often included to encourage further exploration.

    Are there any prerequisites for Data Science with Python?

    • Basic Programming Knowledge
    • Statistics and Mathematics
    • Database Fundamentals
    • Computer Science Fundamentals
    • Command Line/Shell Basics

    What kind of hands-on experience can you expect from a Data Science with Python course?

    In a Python-based Data Science course, hands-on experience is gained through real-world projects, data analysis tasks, and applying machine learning models, improving proficiency and problem-solving. Jupyter Notebooks are often used for exercises, promoting practical understanding and project-based learning.

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    Overview of Data Science With Python Training in Pune

    Data Science with Python constitutes an interdisciplinary domain that utilizes the programming language Python to derive valuable insights and knowledge from large and intricate datasets. Encompassing various phases of the data analysis process, from cleansing and preprocessing to advanced machine learning model development, this holistic field employs Python's user-friendly syntax and robust libraries such as NumPy, Pandas, and Scikit-learn. Acting as a versatile tool for data manipulation, analysis, and visualization, Python equips learners with the skills necessary to explore, analyze, and interpret data, facilitating informed decision-making and predictions. Through engaging in hands-on projects, participants gain practical experience in applying Python to real-world scenarios, effectively preparing them for diverse roles in data science across industries.

    Additional Info

    Introduction of Data Science With Python :

    Python is employed as an artificial language for knowledge science as a result of it contains expensive tools from a mathematical or applied math perspective. it's one of the numerous reasons why knowledge scientists around the world use Python. because the world entered the time of huge knowledge within the previous few decades, the requirement for higher and economic knowledge storage became a big challenge. the most focus of the company's victimization huge knowledge was on building frameworks that will store an outsized quantity of information.

    Then, frameworks like Hadoop were created, that helped in storing large amounts of information. With the matter of storage solved, the main target then shifted to process the info that's keep. this is often wherever knowledge science came in because of the future for process and analyzing knowledge. Now, knowledge science has become AN integral part of all the companies that agitate giant amounts of information. corporations nowadays rent knowledge scientists and professionals United Nations agency take the info and switch it into a pregnant resource.

     

    Why do we use data science with Python :

    The programming necessities of knowledge science demands a versatile nevertheless versatile language that is easy to write down the code, however, will handle the extremely complicated mathematical process. Python is most suited to such necessities because it has already established itself as a language for general computing furthermore as scientific computing. a lot of over it's being endlessly upgraded in kind of new addition to its superfluity of libraries geared toward totally different programming necessities. Below we'll discuss such options of python that make it the popular language for information science.

    • A simple and simple to find out language that achieves lead to fewer lines of code than different similar languages like R. Its simplicity conjointly makes it sturdy to handle complicated eventualities with stripped code and far less confusion on the overall flow of the program.
    • It is cross-platform, therefore the same code works in multiple environments with no need for any amendment. that creates it good to be utilized in a multi-environment set up simply.
    • It executes quicker than different similar languages used for information analysis like R and MATLAB.
    • Its glorious memory management capability, particularly pickup makes it versatile in graciously managing the giant volume of knowledge transformation, slicing, dicing, and visualization.
    • Most importantly Python has a giant assortment of libraries that function as special-purpose analysis tools. for instance – the NumPy package deals with scientific computing and its array desires abundant less memory than the standard python list for managing numeric information. and therefore the range of such packages is endlessly growing.
    • Python has packages that may directly use the code from different languages like Java or C. This helps in optimizing the code performance by victimization the existing code of different languages, whenever it offers a more robust result.
     

    Tools of Data science with python :

    Easy to use :

    foremost it's simple to use Python is taken into account because the best and beginner language and student United Nations agency contain little secret writing skills can even begin engaged on Python they don’t have to be compelled to pay their most time on secret writing and alternative functions as a result of Python is incredibly easy as compared to alternative programming languages like C, C + + Java. it takes less implementation time thus it's an additional favorable language by all the folks in numerous teams.

    Scalability :

    it's ascendible as a result of it will facilitate the assistance the issues that area unit unable to unravel by victimization another programming languages so as compared to a different programming language it's as quick and ascendible and plenty of business folks area unit creating use of python to develop varied reasonably applications from it.

    Different libraries :

    Python has such a big amount of inherent libraries in it that build it a decent fit for AI and machine learning. a number of the TensorFlow libraries, sci-kit learn, matplot, and plenty of others.

    Visualization :

    There area unit such a big amount of choices for visualization that area unit obtainable in Python. Its library includes matplotlib that has a powerful foundation about alternative libraries like ggplot, Pandas plotting et al. that area unit inherent these area unit accustomed to produce the charts graphical layouts and web-ready plots.

     

    Roles and Responsibilities of Data science with Python :

    1. First Stage :

    The first stage involves the most understanding of knowledge, I mean what quite a knowledge we tend to ar victimization and this knowledge consists of a giant volume. it means that we'd like to method giant chunks of knowledge which will be {in a|during a|in an exceedingly|in a really} row or column kind this method is a very difficult method thus for saving time and energy.

    2. Second Stage :

    Usually, knowledge Scientists aren’t supplied with knowledge in each case. numerous internet scraping techniques are used for family planning relevant knowledge. For data processing functions, python libraries like Scrapy and BeautifulSoup are used.

    3. Third Stage :

    The extracted sort of knowledge is currently able to gift within the visualization kind. The visualization kind will either be of charts, graphs. numerous python libraries like Matplotlib and seaborn are most popular for creating graphs.

    4. Fourth Stage :

    The next step involves constructing advanced Machine Learning models that require playacting advanced functions like matrix operation, likelihood, and calculus. Python has the presence of distinct libraries like Scikit-Learn that support Machine Learning operations.

     

    Required skills for Data science with python :

    • Zip :

      This one in all several inbuilt Python strategies that I see thus seldom in observe. From an information scientist's perspective, it permits you to ingeminate over 2 or additional lists at a similar time. this may are available handy once operating with dates and times. For example, I take advantage of it daily in my job once I have an associate degree attribute that represents the showtime of some event, and also the second attribute representing the ending time of that event. For more analysis, it’s nearly always necessary to figure the time distinction between those, and nothing is up to now the best thanks to accomplishing it.

    • List Comprehensions :

      Explained in an exceedingly simplest manner, list comprehensions enable you to make lists employing a completely different notation. you'll be able to consider it as basically a one-line for loop designed within brackets. I take advantage of list comprehensions just about invariably once doing feature engineering. as an example, If I’m analyzing email titles for spam detection, I’m curious to check if punctuation seems additional usually in spam email. That’s a very trivial task to accomplish with list comprehensions.

    • Lambda Functions :

      Lambda functions area unit with great care powerful. Yeah, you won’t use them once you need to clean multiple columns similarly — however that’s not one thing that happened to the American state additional often than not, every attribute would require its logic behind cleansing. Lambda functions enable you to make ‘anonymous’ functions. This essentially suggests that you'll be able to quickly build ad-hoc performs with no need to properly outline a function victimization Pythons def. With that being same, confine mind that lambdas area unit designed chiefly to be one-liners — and thus ought to be used for easier stuff. For additional advanced logic, you'll be got to use regular functions.

     

    Frameworks of Data science with python :

    Tensorflow :

    TensorFlow could be a platform that was created by the Google Brain Team with the only purpose of creating it straightforward for you to make Machine Learning (ML) models. Google uses it in-house extensively for analysis and production, however, it's conjointly free and ASCII text file. Its design is versatile enough to permit you to deploy your comes-on central processing unit, GPU, and TPU mistreatment in any language. Therefore, you'll deploy your comes on servers, desktop computers, mobile devices (iOS and Android), and different edge devices. TensorFlow has several levels of abstraction to afford you the selection to select one that caters to your wants. one of the foremost common genus Apis developers use is Keras – a high-level API that simplifies deep learning comes and simplifies machine learning (more on that to follow). it's conjointly the perfect setting for experimentation as a result of it permits flexibility and management. You can build use of the made scheme of models and libraries TensorFlow provides to handle every kind of mil coaching tasks no matter their size.

    Matplotlib :

    Matplotlib is especially used for information mental image through plotting. Matplotlib is analogous to MATLAB in terms of application with the advantage of permitting you to program mistreatment Python that conjointly means it's ASCII text file and free. (There could be a Matplotlib module known as Pyplot that encompasses a similar interface to MATLAB if you would like to shift quickly) you'll use Matplotlib to get histograms, bar charts, power spectra, plots, and plenty of different mental image tools in a very easy, and convenient approach. The advantage of mistreatment it's that you simply don’t want several lines of code to realize that. this will turn out lovely figures in interactive environments and hardcopy formats across platforms. it's AN object-oriented API that it uses to imbed second plots in applications mistreatment interface toolkits.

    Pandas :

    Pandas could be a library that's used for information computation and analysis. it's an open supply. it's extensively used for information wrangle that explains its quality once any style of information analysis is concerned. Pandas create information frames from different information structure frame is a part that has rows and columns that's easier to figure with than data in its different raw forms (For instance, once playacting a operate like an inventory comprehension)

     

    Benefits of Data science with python :

    1. It's as easy because it gets :

    The best half regarding learning Python is that you simply are often utterly unaccustomed to programming and nevertheless grasp the essential pretty quick. it's a language that was designed with 2 things in mind – simplicity, and readability. These options are distinctive once they apply to associate degree object adjusted language with tremendous potential for downside finding. therefore if you're a beginner, a Python information science course is often your stepping stone. If you're associate degree skilled, it's attending to add some serious depth to your resume.

    2. quick and attractive

    Apart from being easy Python code is thrown and higher wanting. It takes one-third the quantity of Java code and one-fifth the quantity of C++ code to perform an identical task. the employment of common expressions rather than variable declarations and empty house in situ of ugly brackets create Python code look better; it cuts down the tiresomeness concerned in learning a programing language. the employment of Python saves tons of your time and is a smaller amount onerous to the brain of an information soul. Once you get the fundamentals of Python well within your mind learning languages like PHP or Ruby become easier.

    3. The data format shouldn’t worry you :

    Python works with all different information formats. it's potential to directly import SQL tables in your code. you'll be able to work with Comma Separated price documents additionally as internet sourced JSON. Python request library makes it very easy to import information from varied websites and build information sets. the info analysis library for Python referred to as Pandas holds a great deal of information while not an insulating material. It makes the method of filtering, sorting, and displaying information very fast.

     

    Certification of Data science with python :

    The information Science with Python certification course provides a whole summary of Python's Data Analytics tools and techniques. Learning Python could be a crucial ability for several information Science roles. feat data in Python are going to be the key to unlock your career as a knowledgeable man of science.

    The demand for information Science with Python programming professionals has surged, creating this course well-suited for participants in the least levels of expertise. This information Science with Python course is helpful for analytics professionals willing to figure with Python, Software, and IT professionals fascinated by the sector of analytics, and anyone with a real interest in information Science.

     

    Pay scale for Data science with python :

    The average earnings for an information person, IT with Python skills is 610K rupees. Visit PayScale to analyze the knowledge of a person, its salaries by town, experience, skill, leader, and a lot of.

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    Key Features

    ACTE Pune offers Data Science with Python Training in more than 27+ branches with expert trainers. Here are the key features,
    • 40 Hours Course Duration
    • 100% Job Oriented Training
    • Industry Expert Faculties
    • Free Demo Class Available
    • Completed 500+ Batches
    • Certification Guidance

    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 with Python Training in Pune
    Module 1: Introduction to Data Science and Python
    • Overview of Data Science
    • Importance of Python in Data Science
    • Setting up Python Environment (Anaconda, Jupyter)
    Module 2: Python Basics
    • Variables and Data Types
    • Operators and Expressions
    • Control Flow (if, else, loops)
    • Functions and Modules
    • Slicing
    • Arrays
    Module 3: Data Manipulation with NumPy and Pandas
    • Introduction to NumPy Arrays
    • Data Manipulation with Pandas Series and DataFrames
    • Data Cleaning and Preprocessing
    Module 4: Data Visualization with Matplotlib and Seaborn
    • Basic Plots and Charts
    • Advanced Visualization Techniques
    • Customizing Plots
    Module 5: Introduction to Machine Learning
    • Overview of Machine Learning
    • Types of Machine Learning (Supervised, Unsupervised)
    • Model Training and Evaluation
    Module 6: Machine Learning with Scikit-Learn
    • Supervised Learning Algorithms (Regression, Classification)
    • Unsupervised Learning Algorithms (Clustering, Dimensionality Reduction)
    • Model Evaluation and Hyperparameter Tuning
    Module 7: Deep Learning with TensorFlow and Keras
    • Introduction to Neural Networks
    • Building Neural Networks with Keras
    • Image Classification with Convolutional Neural Networks (CNNs)
    Module 8: Natural Language Processing (NLP) with NLTK
    • Text Processing and Tokenization
    • Sentiment Analysis
    • Named Entity Recognition
    Module 9: Web Scraping with Python
    • Introduction to Web Scraping
    • HTML and CSS Basics
    • Web Scraping with BeautifulSoup and Scrapy
    Module 10: Big Data Processing with Spark
    • Introduction to Big Data and Spark
    • Spark DataFrames and RDDs
    • Machine Learning with Spark MLlib
    Module 11: Deployment of Machine Learning Models
    • Model Deployment Strategies
    • Introduction to Flask for Web Applications
    • Deploying a Model with Flask
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    Need customized curriculum?

    Hands-on Real Time Data Science with Python Projects

    Project 1
    Image Classification Using Deep Learning

    Apply deep learning for image classification, constructing and training a CNN to distinguish objects or types.

    Project 2
    Predictive Modeling with ML

    Build a predictive model, involving data cleaning, feature engineering, model selection, and evaluation

    Our Engaging Placement Partners

    ACTE Pune offers placement opportunities is meant to provide applicants with hands-on Data Science with Python training in the classroom or online to assist them gain industry exposure in understanding Data Science with Python platforms, techniques, and applications in order to construct and execute effective Coding campaigns.
    • Applicants will be chosen based on an employee reference or through the company's internal recruiting procedure, according to Placement Tutors.
    • As a one-stop shop, we provide excellent service to both job seekers and top-level placement recruiters.
    • To teach our Learners how to write an excellent CV, we conduct mock interviews and hold formal workshops.
    • We have a placement team that places our candidates in big companies like DELL, PAYPAL, INTEL, IBM, AMAZON, and others.
    • Including this Professional Accomplishment Placement Data Science with Python Certificate on your interview resume has a significant impact and increases the credibility of your CV at Top firms.
    • -Candidates will be provided with a detailed schedule as well as reminders for their mock tests so that they do not forget.

    Get Our Expert Get Our Expert Certification

    We offer a certification in Get Our Expert that is recognized worldwide and approved by top multinational corporations. This certification increases the value of your resume and opens up more opportunities for big MNC jobs. Our meticulous instruction, which makes use of NumPy, pandas, and sci-kit-learn, enables corporate trainees as well as beginners to analyze data using multi-dimensional arrays and machine learning methods. You will get an ACTE certification after finishing the online course and hands-on exercises on Data Science with Python.

    • Stay Updated
    • Validation of Skills
    • Career Advancement
    • Industry Recognition
    • Increased Employability
    It's true that obtaining a Data Science with Python certification can improve your credentials and increase your marketability as a job applicant. Employability is influenced by a number of factors, including experience, skills, and local employment trends.
    • Data Science Professional Certificate
    • Python Certified Associate
    • Microsoft Certified Data Analyst Associate
    • Certified Analytics Professional (CAP)
    • SAS Certified Data Scientist

    The time required to finish Data Science with Python certification usually varies from a few weeks to several months if advanced topics are covered in greater detail.

    Prerequisites for Data Science with Python certification typically include basic programming skills and a foundational understanding of statistics. Some certifications may also require familiarity with data manipulation libraries like Pandas and basic machine learning concepts.


    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.

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    Our Efficient Data Science with Python Trainers

    • Our Data Science with Python instructors start from the beginning to ensure that by the end of the course, the students are proficient in the same industry.
    • The trainers are highly qualified and will ensure that you fully comprehend the topics presented because they have a combined experience of more than 8 years.
    • In order to provide our applicants with a world-class learning environment, we assist our trainers in staying up to date on the most recent advances in teaching, research, and technology.
    • Several major awards for Data Science with Python Training in Pune have been given to us by well-known IT companies.
    • Our instructors have created an in-depth Data Science with Python course to match the employment needs and criteria of our applicants.
    • Our instructors help applicants create a professional CV and boost their confidence by giving them valuable insight into interview questions and putting them through mock interviews.

    Data Science with Python Course FAQs

    Looking for better Discount Price?

    Call now: +91 93833 99991 and know the exciting offers available for you!
    • ACTE 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.
    • 85% percent 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 with Python training has been built around Real Time Implementation
    • 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 with Python Course At ACTE?

    • Data Science with Python Course in ACTE is designed & conducted by Data Science with Python experts with 10+ years of experience in the Data Science with Python 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 with Python batch to 5 or 6 members
    Our courseware is designed to give a hands-on approach to the students in Data Science with Python. 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
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    Request for Class Room & Online Training Quotation

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