Python with Machine Learning Courses in Singapore | Python wih Machine Learning Training | Updated 2025
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Python With Machine Learning Training in Singapore

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  • Trainee and Advanced Level Classes are Available.
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  • Python with Machine Learning Training includes Hands-on Learning.
  • Python with Machine Learning Training Offers the Best Interview Preparation Methods.
  • Python with Machine Learning Training Certified Expert with 12+ years of experience.
  • Next Python with Machine Learning Batch to Begin this week – Enroll Your Name Now!

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80 Hrs.

Duration

Online/Offline

Format

LMS

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10k+ Placed Students Download Curriculum Interview Questions
Quality Training With Affordable Fee

⭐ Fees Starts From

INR 38,000
INR 18,500
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      Our Hiring Partners

      Acquire Our Inventive Python with Machine Learning Training in Singapore

      • Our Python with Machine Learning course strives to provide high-quality instruction that focuses on elementary info of core topics and a full-of-life approach.
      • you will dive into the basics of machine learning practice of the well-known language, Python.
      • Get introduced to data exploration and ascertain the various machine learning approaches like supervised and unattended learning, regression, and classifications, and more.
      • Practice exploring and visualizing data practice Python and intrinsic libraries like Pandas, Matplotlib, and Scikit.
      • Prepare yourself with sought-after machine learning skills to feature to your resume, like regression, classification, clustering, and sci-kit learn. Add new involves your portfolio and an internet certificate in machine learning to prove your competency.
      • Additionally, comprehensive Training aids in gaining experience in this broad field, permitting you to complete your daily activities with ease.
      • You can get full support and amount of project facilitate from qualified professionals throughout the Online Training.
      • Once you have got completed all of the Training and real-world comes, we'll send you a course completion certificate.

      Your IT Career Starts Here

      550+ Students Placed Every Month!

      Get inspired by their progress in the Career Growth Report.

      Other Categories Placements
      • Non-IT to IT (Career Transition) 2371+
      • Diploma Candidates3001+
      • Non-Engineering Students (Arts & Science)3419+
      • Engineering Students3571+
      • CTC Greater than 5 LPA4542+
      • Academic Percentage Less than 60%5583+
      • Career Break / Gap Students2588+
      Top Placement Record

      Upcoming Batches For Classroom and Online

      Weekdays
      03 - Nov - 2025
      08:00 AM & 10:00 AM
      Weekdays
      05 - Nov - 2025
      08:00 AM & 10:00 AM
      Weekends
      08 - Nov - 2025
      (10:00 AM - 01:30 PM)
      Weekends
      09 - Nov - 2025
      (09:00 AM - 02:00 PM)
      Can't find a batch you were looking for?
      INR ₹14000
      INR ₹18000

      OFF Expires in

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      What’s included ?

      Convenient learning format

      📊 Free Aptitude and Technical Skills Training

      • Learn basic maths and logical thinking to solve problems easily.
      • Understand simple coding and technical concepts step by step.
      • Get ready for exams and interviews with regular practice.
      Dedicated career services

      🛠️ Hands-On Projects

      • Work on real-time projects to apply what you learn.
      • Build mini apps and tools daily to enhance your coding skills.
      • Gain practical experience just like in real jobs.
      Learn from the best

      🧠 AI Powered Self Interview Practice Portal

      • Practice interview questions with instant AI feedback.
      • Improve your answers by speaking and reviewing them.
      • Build confidence with real-time mock interview sessions.
      Learn from the best

      🎯 Interview Preparation For Freshers

      • Practice company-based interview questions.
      • Take online assessment tests to crack interviews
      • Practice confidently with real-world interview and project-based questions.
      Learn from the best

      🧪 LMS Online Learning Platform

      • Explore expert trainer videos and documents to boost your learning.
      • Study anytime with on-demand videos and detailed documents.
      • Quickly find topics with organized learning materials.
       

      Curriculum

      Syllabus of Python with Machine Learning Course in Singapore
      Module 1: Statistical Learning
      • Statistical analysis concepts
      • Descriptive statistics
      • Introduction to probability and Bayes theorem
      • Probability distributions
      • Hypothesis testing & scores
      Module 2: Python for Machine Learning
      • Python Overview
      • Pandas for pre-Processing and Exploratory Data Analysis
      • Numpy for Statistical Analysis
      • Matplotlib & Seaborn for Data Visualization
      • Scikit Learn
      Module 3: Introduction to Machine Learning
      • Machine Learning Modelling Flow
      • How to treat Data in ML
      • Types of Machine Learning
      • Performance Measures
      • Bias-Variance Trade-Off
      • Overfitting & Underfitting
      Module 4: Optimization
      • Maxima and Minima
      • Cost Function
      • Learning Rate
      • Optimization Techniques
      Module 5: Supervised Learning
      • Linear Regression
      • Case Study
      • Logistic Regression
      • Case Study
      • KNN Classification
      • Case Study
      • Naive Bayesian classifiers
      • Case Study
      • SVM - Support Vector Machines
      • Case Study
      Module 6: Unsupervised Learning
      • Clustering approaches
      • K Means clustering
      • Hierarchical clustering
      • Case Study
      Module 7: Ensemble Techquies
      • Decision Trees
      • Case Study
      • Introduction to Ensemble Learning
      • Different Ensemble Learning Techniques
      • Bagging
      • Boosting
      • Random Forests
      • Case Study
      • PCA (Principal Component Analysis) and Its Applications
      • Case Study
      Module 8: Recommendation Systems
      • Introduction to Recommendation Systems
      • Types of Recommendation Techniques
      • Collaborative Filtering
      • Content based Filtering
      • Hybrid RS
      • Performance measurement
      • Case Study
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      Course Objectives

        • Create an end-to-end ML production system, including project scope, data requirements, modeling methodologies, and deployment needs.
        • Establish a model baseline, handle idea drift, and prototype how to develop, deploy, and enhance a productized machine learning application.
        • Gather, clean, and validate datasets to create data pipelines. Using data lineage and provenance metadata tools, create a data lifecycle.

      Listdown the Skills i will tend to enhance?

        The Machine Learning Engineering for Production (MLOps) Specialization provides how to design, implement, and maintain integrated production systems. Production systems, in contrast to typical machine learning modeling, must deal with constantly changing data. Furthermore, the production system must function nonstop at the lowest possible cost while delivering the highest possible output. This Specialization will teach you how to perform all of this successfully and efficiently using well-established tools and processes.

      How will be my Career as a Certified ML Professional?

      • Machine Learning Engineer
      • Python Developer
      • Data Engineer
      • Machine Learning Specialist
      • Data Analyst
      • ML Model Designer
      • Establish a model baseline, handle idea drift, and prototype how to develop, deploy, and enhance a production sized machine learning application.
      • Gather, clean, and validate datasets to create data pipelines.
      • Use TensorFlow Extended for feature engineering, transformation, and selection.
      • Use data lineage and provenance metadata tools to establish a data lifecycle, and use enterprise data schemas to track data change.
      • Use strategies to manage modeling resources and provide the best possible service for offline and online inference requests.
      • Anybody intrigued by Machine Learning and utilizing it to tackle issues.
      • Programming or information engineers are keen on quantitative examination with Python.
      • Information investigators, financial analysts, or scientists.
        AI is a field of software engineering that furnishes PCs with the capacity to learn without being unequivocally customized. It is a piece of man-made consciousness (AI) that permits programming applications to turn out to be more exact in foreseeing results without being unequivocally customized. According to the specialists, Machine learning and Artificial Intelligence are to change the manner in which we collaborate with everything in our current circumstances before very long.
      • Conveyance of information as far as to change, standard deviation, and interquartile range; and investigate information and measures and basic designs examinations.
      • The motivation behind capacities and how to work on documents to peruse and compose information in Python.
      • See how to utilize Pandas - an absolute necessity have to bundle for anybody endeavoring information examination with Python.
      • Information Visualization utilizing Python libraries like matplotlib, seaborn and ggplot.

      Is Python is used in Artificial Intelligence?

        Python assumes a crucial part in AI coding language by giving it great systems like sci-unit learn: AI in Python, which satisfies pretty much every need in this field and D3. js – Data-Driven Documents in JS, which is one of the most remarkable and simple to-utilize instruments for representation.

      Will Python With Machine Learning is hard to learn?

      Luckily, because of its far reaching prevalence as a broadly useful programming language, just as its reception in both logical processing and AI, going over fledgling's instructional exercises is extremely easy.

      Why should i go with Python with Machine Learning?

      The qualities of Python that make it an ideal programming language for AI are:
      • Straightforwardness and Consistency
      • Scope of libraries and structures
      • Stage Independence
      • Adaptability
      • Representation Options
      A hands-on project is included in each Specialization. To complete the Specialization and receive your certificate, you must complete the project(s) satisfactorily. If your Specialization contains a separate course for the hands-on project, you must first complete all of the other courses before beginning it.
      • Supervised ML & Unsupervised ML
      • Mathematical Background for ML- Matrix ops Probability Theory (Bayes' Theorem)
      • Statistical knowledge for ML- Mean, Median, Mode, Z-scores, bias-variance dichotomy
      • ML libraries - Scipy, Numpy, Matplotlib
      • Data split & hyper-parameter
      • Exploratory Data analysis using Visualization
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      Overview of Python With Machine Learning Training in Singapore

      ACTE Training will provide the Best Python With Machine Learning at a cheap price and with 100% placement assistance. Python With Machine Learning classes is available for both students and professionals, as well as corporate Python With Machine Learning. Our Python With Machine Learning Experts has a combined expertise of more than 12 years in this sector. We provide a Demo Section for students to learn the fundamentals of Python with Machine Learning.

      During weekday and weekend sessions, we offer real-world Python With Machine Learning Training and projects. We also provide Python With Machine Learning Online Training and Python With Machine Learning Classroom Training, as well as a structured Python With Machine Learning Course curriculum for students.

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      Need customized curriculum?

      Hands-on Real Time Projects for Python With Machine Learning Training in Singapore

      Project 1
      Sentiment Analysis Using Twitter Data

      Natural Language Processing (NLP) is a method of automating the extraction of attitudes and emotions from text and databases.

      Project 2
      Diabetes Diagnosis in Pima Indians

      The goal of this dataset is to determine whether a patient is diabetic based on certain diagnostic measures contained in the dataset.

      Project 3
      Wine Quality Prediction

      This dataset includes the primary characteristics that influence wine quality.

      Project 4
      Kaggle Titanic Prediction

      It summarises Titanic passengers' fates based on their economic status, gender, age, and survival.

      Our Top Hiring Partner for Placements

        ACTE offers placement opportunities as an add-on to every student / professional who completed our classroom or Online Python With Machine Learning Training in Singapore. Some of our students are working in these companies listed below.
      • ACTE provides Python With Machine Learning, embedded system, Microsoft certified Training, Oracle certified Training, ccc Training, java Training, and other technology Training.
      • Some technologies are available for student instruction, each with its own set of modules and timeframes.
      • ACTE, the greatest summer placement, exposes aspiring engineers and professionals to a wide range of new and innovative technologies.v
      • Python With Machine Learning Placement Training aims to help students advance in their careers by teaching them about various parts of information technology.
      • ACTE provides quick courses in the most recent and diverse technologies that have an impact on students' lives.
      • The ACTE student Training program is intended to help students move from students to professionals.

      Get Certified By Python Using Machine Learning & Industry Recognized ACTE Certificate

      Acte Certification is Accredited by all major Global Companies around the world. We provide after completion of the theoretical and practical sessions to fresher's as well as corporate trainees. Our certification at Acte is accredited worldwide. It increases the value of your resume and you can attain leading job posts with the help of this certification in leading MNC's of the world. The certification is only provided after successful completion of our training and practical based projects.

      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 Experienced Python With Machine Learning Trainer

      • They are subject matter experts with distinct personalities that encourage learning and interaction.
      • By highly skilled and experienced lecturers who go out of their way to help students
      • Our Python With Machine Learning professors are enthusiastic about teaching and have a wealth of industry knowledge.
      • Their technological expertise, hands-on experience working in IT firms, and academic qualifications enable them to provide the appropriate balance of information and insights when needed.
      • Online Python With Machine Learning Instructor-led Training with ongoing remote help is offered for real-time project practices.
      • Our teachers are selected after a thorough screening procedure. In addition to great knowledge and professional experience, they all have an undefined "Emotional Charisma" that enables them to connect with the audience.

      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 .
      Get Training Quote for Free

            Career Support

            Placement Assistance

            Exclusive access to ACTE Job portal

            Mock Interview Preparation

            1 on 1 Career Mentoring Sessions

            Career Oriented Sessions

            Resume & LinkedIn Profile Building

            We Offer High-Quality Training at The Lowest Prices.

            Affordable, Quality Training for Freshers to Launch IT Careers & Land Top Placements.

            What Makes ACTE Training Different?

            Feature

            ACTE Technologies

            Other Institutes

            Affordable Fees

            Competitive Pricing With Flexible Payment Options.

            Higher Fees With Limited Payment Options.

            Industry Experts

            Well Experienced Trainer From a Relevant Field With Practical Training

            Theoretical Class With Limited Practical

            Updated Syllabus

            Updated and Industry-relevant Course Curriculum With Hands-on Learning.

            Outdated Curriculum With Limited Practical Training.

            Hands-on projects

            Real-world Projects With Live Case Studies and Collaboration With Companies.

            Basic Projects With Limited Real-world Application.

            Certification

            Industry-recognized Certifications With Global Validity.

            Basic Certifications With Limited Recognition.

            Placement Support

            Strong Placement Support With Tie-ups With Top Companies and Mock Interviews.

            Basic Placement Support

            Industry Partnerships

            Strong Ties With Top Tech Companies for Internships and Placements

            No Partnerships, Limited Opportunities

            Batch Size

            Small Batch Sizes for Personalized Attention.

            Large Batch Sizes With Limited Individual Focus.

            LMS Features

            Lifetime Access Course video Materials in LMS, Online Interview Practice, upload resumes in Placement Portal.

            No LMS Features or Perks.

            Training Support

            Dedicated Mentors, 24/7 Doubt Resolution, and Personalized Guidance.

            Limited Mentor Support and No After-hours Assistance.

            Python with Machine Learning Course FAQs

            Looking for better Discount Price?

            Call now: +91-7669 100 251 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 .
            • The entire Python with Machine Learning 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 Python with Machine Learning Course At ACTE?

            • Python with Machine Learning Course in ACTE is designed & conducted by Python with Machine Learning experts with 10+ years of experience in the Python with Machine Learning 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 project experience, job support, and lifetime resources.
            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 Python with Machine Learning batch to 5 or 6 members
            Our courseware is designed to give a hands-on approach to the students in Python with Machine Learning. 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 76691 00251 / 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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