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Machine Learning With Python Training in Chennai

Learn Machine Learning Training in Chennai with Python – Certification & Placements

Kickstart your AI career by enrolling in Immek Softech Academy’s Machine Learning with Python Course in Chennai. Our structured Machine Learning Training not only covers Python basics but also progresses to advanced supervised and unsupervised algorithms, data preprocessing, model tuning, and real-world deployment techniques. In addition, the course is designed for both beginners and professionals, ensuring strong foundations with hands-on practice.

The program includes live projects, case studies, and personalized mentoring so that you can master practical problem-solving skills effectively. Moreover, whether you prefer online or classroom sessions, our experienced trainers provide an interactive learning experience. With a focus on real-time applications and placement-driven training, Immek Softech Academy is regarded as one of the best Machine Learning Training Institutes in Chennai. As a result, you also get 100% job placement support, helping you step into high-demand ML careers confidently.

What You’ll Learn in Our Machine Learning with Python Course in Chennai

  • Python programming essentials for data analysis and ML development.
  • Supervised and unsupervised learning techniques with Scikit-learn.
  • Data preprocessing, feature engineering, and model optimization methods.
  • Hands-on projects with real-world datasets and business case studies. For example, projects based on finance, healthcare, and e-commerce.
  • Model deployment using Flask, Streamlit, and cloud-based platforms. Furthermore, you’ll gain practical exposure to real-time environments.
  • Exposure to live ML projects, hackathons, and team-based tasks.
  • Workshops and expert-led sessions to stay aligned with industry practices. In addition, you will learn the latest trends in machine learning.
  • Strengthen analytical, problem-solving, and statistical knowledge. Consequently, you’ll be prepared for advanced roles in data science.
  • Lifetime access to updated study materials and resources, so you can keep learning continuously.

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Machine Learning with Python Training Course in Chennai

Immek Softech Academy offers an industry-focused machine learning with Python course in Chennai, designed to help students and professionals build strong foundations in machine learning. This practical-oriented machine learning training covers key concepts such as data preprocessing, supervised and unsupervised learning, regression, classification, clustering, and model evaluation. Through hands-on projects and real-time case studies, learners will work extensively with Python libraries like Scikit-learn, Pandas, NumPy, and Matplotlib to gain practical skills required for solving business and research problems. As one of the best machine learning training institutes, we ensure that learners get exposure to the tools and techniques used by industry experts. This machine learning training with placement is career-driven, offering complete guidance for interviews, resume building, and certification support. Whether you are a fresher or an experienced professional, our best machine learning training program will prepare you for high-demand roles in data science, analytics, and AI, with Python as your core skillset.

Pre-requisites for Machine Learning with Python Training Course in Chennai

  • Educational Background – A basic knowledge of mathematics, statistics, or computer science is helpful (but not mandatory) to join our machine learning with Python course in Chennai.
  • Technical Skills – Familiarity with Python programming concepts, data handling, or analytical thinking will make it easier to explore algorithms and libraries used in this machine learning training.
  • Work Experience (Optional) – Both freshers and working professionals from IT, software, or data analysis backgrounds can benefit from our career-focused machine learning training with placement. As one of the best machine learning training institutes, we ensure the course is suitable for learners at different stages.
  • Analytical Mindset – A curiosity to solve problems, logical reasoning, and an eagerness to apply Python-based machine learning tools are essential. These skills will help you succeed in building models and extracting insights, making this one of the best machine learning training programs for aspiring data professionals.

Objectives of Machine Learning with Python Training – Machine Learning Course in Chennai

  • Master Machine Learning Fundamentals – Learn supervised, unsupervised, and reinforcement learning algorithms with step-by-step guidance in our machine learning with Python course.
  • Build Real-World ML Models – Work with Python libraries like Scikit-learn, Pandas, and TensorFlow to create accurate models in this practical machine learning training.
  • Gain Hands-On Experience – Develop expertise through live projects, case studies, and real-time applications, making this one of the best machine learning training programs for career growth.
  • Automate and Optimize Decisions – Learn how to streamline workflows, automate tasks, and improve business outcomes using Python-based ML pipelines taught by our expert machine learning training institute in Chennai.
  • Prepare for ML Certification – Build confidence to clear industry-recognized certifications while also gaining the benefits of a data science course with placement support.
  • Unlock Career Opportunities – Become a Machine Learning Engineer, Data Scientist, or AI Developer with our career-focused machine learning training with placement, trusted by learners across Chennai.

Machine Learning with Python Syllabus – Machine Learning Course in Chennai

1. Introduction to Machine Learning & Python Programming
  • Overview of machine learning, applications, and career scope
  • Python basics: syntax, variables, functions, and control flow
  • Working with Jupyter Notebooks and Python IDEs
2. Data Handling with Python
  • Data structures: lists, dictionaries, tuples, and sets
  • File handling – reading and writing CSV/Excel files
  • Using Pandas for data manipulation and preprocessing
3. Exploratory Data Analysis (EDA)
  • Handling missing values and outliers
  • Descriptive statistics and data distributions
  • Data visualization with Matplotlib and Seaborn
4. Data Preprocessing & Feature Engineering
  • Scaling, normalization, and encoding categorical data
  • Feature selection and dimensionality reduction
  • Handling imbalanced datasets in ML projects
5. Supervised Learning – Regression Models
  • Simple and multiple linear regression
  • Polynomial regression and model evaluation
  • Business forecasting with regression models
6. Supervised Learning – Classification Models
  • Logistic Regression, KNN, Decision Trees
  • Naive Bayes classifier and confusion matrix
  • ROC, AUC, and cross-validation
7. Ensemble Learning Techniques
  • Random Forest, Bagging, and Boosting (XGBoost)
  • Hyperparameter tuning with GridSearchCV
  • Interpreting feature importance
8. Unsupervised Learning – Clustering
  • K-Means, DBSCAN, and hierarchical clustering
  • Cluster evaluation techniques
  • Visualizing clusters with real datasets
9. Dimensionality Reduction
  • Principal Component Analysis (PCA)
  • Singular Value Decomposition (SVD)
  • Working with large datasets
10. Time Series Analysis
  • Components of time series
  • Moving averages and smoothing techniques
  • ARIMA modeling in Python
11. Natural Language Processing (NLP)
  • Text preprocessing: tokenization, stemming, stopwords
  • TF-IDF and Bag of Words methods
  • Text classification with ML models
12. Sentiment Analysis & Chatbots
  • Sentiment detection using ML techniques
  • Building chatbots with Python NLP libraries
  • Use cases in marketing and customer service
13. Introduction to Deep Learning
  • Neural network fundamentals
  • Building models with Keras and TensorFlow
  • Loss functions and backpropagation
14. Convolutional Neural Networks (CNN)
  • CNN architecture and image classification
  • Working with datasets like MNIST and CIFAR
  • Transfer learning and fine-tuning models
15. Recurrent Neural Networks (RNN) & LSTM
  • Sequence modeling concepts
  • Time series forecasting with LSTM
  • Text generation using RNNs
16. Model Evaluation & Performance Metrics
  • Accuracy, precision, recall, and F1-score
  • Confusion matrix and error analysis
  • K-fold cross-validation
17. Model Deployment & Integration
  • Building ML apps using Flask or Streamlit
  • Model serialization with Pickle
  • Deploying to cloud platforms (AWS/Heroku)
18. Industry Applications of ML
  • Case studies from healthcare, finance, and retail
  • Problem solving with real-time datasets
  • Business impact through ML solutions
19. Reinforcement Learning Basics
  • Q-learning and policy methods
  • Applications in gaming and robotics
  • Introduction to deep reinforcement learning
20. Capstone Project – End-to-End ML
  • Data preprocessing, model building, and deployment
  • Working on a real-world dataset
  • Presentation and peer reviews
21. GitHub Portfolio & Career Readiness
  • Uploading ML projects to GitHub
  • Resume building with the right keywords
  • LinkedIn profile optimization
22. Mock Interviews & Certification Prep
  • Technical and scenario-based interview practice
  • Machine learning certification support
  • Guidance from industry trainers
23. Flexible Learning Options
  • Online and classroom training in Chennai
  • Weekend, weekday, and fast-track batches
  • Lifetime access to study materials
24. Placement Support
  • 100% placement assistance from our machine learning training institute
  • Tie-ups with top IT companies and startups
  • Career mentorship to secure high-paying ML roles
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Tools Covered in Machine Learning with Python Training in Chennai

1. Core Tools Covered in Machine Learning Training
  • Python Programming & Libraries – Build a solid foundation in Python with practical training on libraries such as NumPy, Pandas, and Matplotlib for data analysis, visualization, and model development.
  • Supervised & Unsupervised Learning – Master essential algorithms like Linear Regression, Decision Trees, K-Means, and PCA through case studies and real-time examples in our machine learning with Python course.
  • Model Evaluation & Tuning – Learn how to assess performance with accuracy, precision, recall, and confusion matrices while applying hyperparameter tuning and cross-validation for optimized models.
2. Advanced Machine Learning Tools – Machine Learning Course in Chennai
  • Scikit-Learn Framework – Implement end-to-end ML workflows with Scikit-Learn for training, testing, and deploying predictive models in practical machine learning training sessions.
  • Natural Language Processing (NLP) – Explore sentiment analysis, tokenization, and text classification using libraries like spaCy and NLTK, preparing you for advanced AI and data science projects.
  • Time Series & Forecasting Tools – Work on forecasting models such as ARIMA, Prophet, and introductory LSTM to analyze real-world business trends.
3. ML Automation & Real-Time Analytics
  • Model Deployment Tools – Gain experience in deploying ML models with Flask, Streamlit, or FastAPI to deliver real-time analytics and web integration.
  • Data Preprocessing & Pipelines – Automate tasks like data cleansing, transformation, and feature engineering using Scikit-Learn pipelines to improve efficiency in machine learning projects.
4. Machine Learning Integration & Customization
  • Data Integration Tools – Connect ML models with real-time data sources like CSV, SQL databases, or APIs for scalable applications in industries such as healthcare, finance, and retail.
  • Custom ML Projects with Python – Apply your learning by building end-to-end machine learning projects covering regression, classification, and clustering. This job-oriented machine learning training with placement prepares you for roles in data science and AI.

Top Interview Questions for Machine Learning with Python – Job Preparation Guide

General Machine Learning & Python Basics
  • What is Machine Learning, and how does it differ from traditional programming in real-world problem solving?
  • What are the main types of Machine Learning (supervised, unsupervised, and reinforcement learning) and how are they applied in industry projects?
  • Why is Python considered the most popular language for building models in a machine learning with python course?
Data Preprocessing & Feature Engineering
  • What is data normalization, and why is it important for preparing input data in machine learning training?
  • How do you handle missing values in datasets, and what are the common techniques to deal with them effectively?
  • What is feature engineering, and how does it improve the performance of models developed in a data science course with placement opportunities?
Machine Learning Algorithms
  • Can you explain the difference between classification and regression algorithms, with examples from Python libraries like Scikit-Learn?
  • What is overfitting in a model, and how do you prevent it during hands-on practice in a machine learning training institute?
  • How do decision trees work, and what are their main advantages and disadvantages when compared to other ML algorithms?
Model Evaluation & Optimization
  • What are cross-validation and grid search, and why are they critical in selecting the best machine learning training models?
  • What are the common evaluation metrics for classification problems (accuracy, precision, recall, F1-score) and how do they differ from regression metrics?
  • How do you handle imbalanced datasets in real-world applications, especially in advanced Python-based machine learning with python training projects?

Why Immek Softech Academy is the Best Machine Learning Training Institute in Chennai

High Success Rate & Industry Recognition – Proven track record in delivering quality machine learning with python course in Chennai, focusing on practical applications and career growth.
Job-Oriented Curriculum – Covers Python-based machine learning techniques, data preprocessing, supervised and unsupervised learning, model evaluation, and deployment best practices to prepare students for industry-ready roles.
Hands-on Experience – Gain real-time exposure through live ML projects, algorithm simulations, and case-based exercises that mirror challenges faced in the best machine learning training programs.
Expert Trainers – Learn from certified professionals with expertise in data science, Python programming, and AI systems, ensuring you get the right mentorship in this machine learning training institute.
Career & Certification Support – Receive 100% placement assistance, resume preparation, mock interviews, and machine learning certification guidance to succeed in competitive job markets.
High-Demand Career Paths – Get ready for roles such as Machine Learning Engineer, Data Analyst, or AI Developer with skills aligned to top companies hiring through our best data science training and machine learning courses.
Flexible Learning Options – Choose from classroom or online machine learning training in Chennai with weekend, weekday, and fast-track batches to match your career goals in data science course with placement opportunities.

Benefits of Machine Learning Training at Immek Softech Academy

  • Industry-Focused Curriculum – Learn machine learning with Python through practical modules covering supervised, unsupervised, and deep learning techniques. The course is designed to match industry standards and meet the growing demand for skilled ML professionals.
  • Hands-on Training – Work on live machine learning projects, Python coding tasks, and real-world case studies using datasets from domains like finance, healthcare, and retail. This hands-on approach ensures strong practical skills beyond just theory.
  • Expert-Led Sessions – Classes are delivered by certified professionals from top machine learning training institutes who bring in-depth knowledge of Python, AI, and real-world ML applications to make learning more impactful.
  • Certification Assistance – Get step-by-step preparation support to crack industry-recognized machine learning certifications, boosting your credibility and career prospects in data science and AI fields.
  • 100% Job Placement Support – Our machine learning with Python course includes resume building, mock interviews, and direct job referrals. Many learners benefit from our strong placement network and career-oriented approach similar to the best data science training programs.
  • Flexible Learning Options – Choose from online or classroom-based machine learning training in Chennai. Whether you prefer weekday, weekend, or fast-track schedules, the learning plan is customized to suit your goals.
  • High-Demand Career Opportunities – Unlock roles such as Machine Learning Engineer, AI Specialist, or Data Analyst. With a data science course with placement support and practical ML training, you’ll be job-ready for some of the best-paying positions in tech.

Placement Support – Machine Learning Course at Immek Softech Academy

  • 100% Job Assistance – Get complete placement support to secure roles in data science, AI, and analytics through our job-oriented machine learning with Python course in Chennai, designed for career success.
  • Professional Resume Building – Create an ML-focused resume that highlights your expertise in Python programming, machine learning models, and data analysis. Our training approach ensures you stand out in top hiring pipelines.
  • Interview Preparation – Practice with mock interviews, real-time case studies, and technical Q&A sessions tailored for machine learning job roles. Trainers from our machine learning training institute ensure you gain confidence and clarity before interviews.
  • Industry Tie-Ups – Access exclusive openings in AI, machine learning, and analytics through partnerships with leading IT firms, tech startups, and enterprises. Many learners benefit from these tie-ups similar to top data science courses with placement support.
  • Machine Learning Certification Guidance – Get step-by-step preparation for globally recognized certifications. Structured guidance from experts ensures you’re industry-ready, similar to the best machine learning training programs available.
  • Career Mentorship – Receive personalized career guidance to become a Machine Learning Engineer, AI Specialist, or Data Scientist. With our machine learning training in Chennai with Python, you’ll be well-prepared for high-demand tech careers aligned with the best data science training standards.

Register for this Course

    Course Duration 30 Hrs.

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    Flexible Batches For You

    05-March-2025
    Monday (Monday - Friday)

    Weekdays Regular

    08:00 AM (IST)

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

    26-Feb-2025
    Wednesday (Monday - Friday)

    Weekdays Regular

    08:00 AM (IST)

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

    01-Mar-2025
    Saturday (Saturday - Sunday)

    Weekend Regular

    11:00 AM (IST)

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

    Course Fee:

    ₹40,000

    ₹ 32,000

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    Machine Learning with python Training Key Benefits

    • Calendar icon with clock symbol

      12 Weeks Training

      For Become a Expert
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      Certificate of Training

      From Industry Machine Learning with python Experts
    • Graduation cap icon on stacked books

      Beginner Friendly

      No Prior Knowledge Required
    • Light bulb with gear icon representing innovation

      Build 3+ Projects

      For Hands-on Practices
    • Document with download arrow icon

      Lifetime Access

      To Self-placed Learning
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      Placement Assistance

      To Build Your Career

    Top Companies Placement For Machine Learning Training In Chennai With Python

    Our Machine Learning Training in Chennai with Python and placement helps organizations hire skilled AI professionals proficient in Python-based machine learning. The program equips learners with practical expertise in data preprocessing, model building, supervised and unsupervised learning, and real-time analytics. Graduates can expect lucrative opportunities in AI development and data science roles, as our 100% placement support ensures high-paying positions. Enroll now in the trending Machine Learning with Python course in Chennai with job assurance and fast-track your tech career with hands-on ML expertise.

    Showcase your Machine Learning with python Course Completion Certificate to Recruiters

    • A leading training institute offering top-notch IT courses.
    • Industry-accepted certifications to boost career prospects.
    • Proof of skills in Machine learning with python and other technologies.
    • Helps in securing jobs with top companies worldwide.
    • Enhances resume & showcases expertise to recruiters.

    Frequently Asked Questions (FAQ)

    1. What is the Machine Learning with Python course offered at Immek Softech Academy?

    We offer an industry-relevant machine learning with Python course in Chennai that focuses on data preprocessing, model training, and deploying AI applications. You’ll gain hands-on experience with popular Python libraries such as Scikit-learn, Pandas, and TensorFlow, making it one of the best machine learning training programs available.
    Students, working professionals, data enthusiasts, and anyone interested in careers related to AI, analytics, or data science can enroll. No prior ML experience is required—our machine learning training in Chennai is designed for both beginners and experienced learners.
    The Machine Learning with Python training in Chennai usually spans 8–12 weeks. Flexible weekday and weekend batch options are available, making it easier for both students and working professionals to balance their schedules.
    Yes! We provide both online and classroom-based machine learning courses in Chennai. This ensures you can choose the learning format that best suits your schedule and career goals.
    Our machine learning training institute in Chennai covers supervised and unsupervised learning, regression, classification, clustering, feature engineering, model evaluation, and real-time projects. These topics prepare you for advanced roles in AI and data science course with placement support.
    Basic knowledge of Python is helpful, but not mandatory. Our machine learning with Python course includes a beginner-friendly Python module to help you get started, making it suitable even for those with little coding background.
    Absolutely! You’ll work on multiple real-world projects and case studies, applying concepts from our best machine learning training in Chennai to solve business challenges. This practical approach ensures you’re job-ready by the time you complete the program.

    Career Assistance

    Expert trainer mentoring a student during machine learning with Python training in Chennai

    Live sessions and career mentoring for students enrolled in our machine learning training in Chennai.

    • - Build an impressive resume
    • - Get tips from trainers to clear interviews
    • - Attend mock interviews with industry experts
    • - Get referred and placed in top companies