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Best Machine Learning Training in Chennai with Python

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

Kickstart your AI career by joining Immek Softech Academy for Machine Learning Course in Chennai with Python – Certification & Placements. Gain the skills and confidence to excel in the ML-driven tech world.

Machine Learning professionals are in high demand across various sectors. Our Machine Learning Course in Chennai teaches essential skills like Python programming, supervised and unsupervised learning, data preprocessing, model tuning, and algorithm design. The course includes beginner to advanced concepts, making it ideal for all learners.

We use real-world case studies to teach practical knowledge that aligns with industry demands. Our expert trainers provide hands-on guidance and one-on-one mentoring. Immek Softech Academy is recognized as the Best Machine Learning Institute in Chennai with Python, thanks to our quality training and placement focus.

Join our Machine Learning with Python course in Chennai to access updated tools, live projects, and personalized placement support.

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Machine Learning with Python Training Course

Immek Softech Academy offers a comprehensive Machine Learning Training in Chennai with Python, tailored to help learners master machine learning using Python. This career-focused machine learning course in Chennai covers essential ML concepts such as data preprocessing, supervised and unsupervised learning, model evaluation, regression, classification, and clustering. Through real-time projects and hands-on sessions with Python libraries like Scikit-learn, NumPy, and Pandas, students gain practical skills to solve real-world problems and prepare for careers in AI, data science, and analytics.

Pre-requisites for Machine Learning with Python Training Course

  • Educational Background -A basic understanding of mathematics, statistics, or computer science is preferred (but not mandatory) for eligibility in our machine learning course in Chennai.
  • Technical Skills –Familiarity with programming concepts, especially Python, and data handling tools will help you navigate machine learning libraries and frameworks with ease.
  • Work Experience (Optional) – Professionals from software development, data analysis, or IT backgrounds will gain maximum value from this Machine Learning with Python Training in Chennai certification course.
  • Analytical Mindset –Strong problem-solving and analytical skills are essential for understanding algorithms, building models, and interpreting data-driven insights using Python-based Machine Learning tools in Chennai.

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

  • Master Machine Learning Fundamentals –Learn supervised, unsupervised, and reinforcement learning algorithms with in-depth training in Python-based machine learning tools.
  • Build Real-World ML Models –Use Python libraries like scikit-learn, Pandas, and TensorFlow to build accurate, data-driven models for predictive analytics.
  • Gain Hands-On Experience –Work on live machine learning projects, case studies, and real-time applications across domains like finance, healthcare, and retail.
  • Automate and Optimize Decisions –Learn how to automate data analysis and optimize outcomes using intelligent ML workflows and data pipelines.
  • Prepare for ML Certification –Develop the skills required to clear industry-recognized Machine Learning certifications in Chennai and boost your professional credibility.
  • Unlock Career Opportunities –Become a Machine Learning Engineer, Data Scientist, or AI Developer with this job-oriented machine learning course in Chennai.

Machine Learning with Python Syllabus – Machine Learning Course in Chennai

1.Introduction to Machine Learning & Python Programming
  • Overview of machine learning and real-world use cases
  • Python basics: syntax, variables, functions, and control flow
  • Installing and working with Jupyter Notebooks and Python IDEs
2. Data Handling with Python
  • Data structures: lists, dictionaries, tuples, and sets
  • File handling: reading, writing CSV and Excel files
  • DataFrames with Pandas – loading, filtering, transforming data
3.Exploratory Data Analysis (EDA)
  • Handling missing values and outliers
  • Descriptive statistics and data distributions
  • Visualization using Matplotlib and Seaborn
4. Data Preprocessing & Feature Engineering
  • Data normalization, scaling, and encoding techniques
  • Feature selection and dimensionality reduction
  • Handling imbalanced datasets
5.Supervised Learning – Regression Models
  • Simple and multiple linear regression
  • Polynomial regression and model evaluation
  • Practical applications in business forecasting
6.Supervised Learning – Classification Models
  • Logistic regression, KNN, and Decision Trees
  • Naive Bayes classifier and confusion matrix
  • ROC, AUC, and cross-validation
7.Ensemble Learning Techniques
  • Random Forests, Bagging, and Boosting (XGBoost)
  • Hyperparameter tuning with GridSearchCV
  • Feature importance interpretation
8.Unsupervised Learning – Clustering Techniques
  • K-Means, DBSCAN, and hierarchical clustering
  • Evaluating cluster quality
  • Visualizing clusters and use cases
9.Dimensionality Reduction & PCA
  • Principal Component Analysis (PCA)
  • Singular Value Decomposition (SVD)
  • Use cases for large datasets
10.Time Series Analysis-Machine Learning training in chennai
  • Components of time series data
  • Moving average, exponential smoothing
  • ARIMA modeling in Python
11.Natural Language Processing (NLP)
  • Text preprocessing: tokenization, stopwords, stemming
  • TF-IDF and Bag of Words (BoW)
  • Text classification with real-world datasets
12.Sentiment Analysis & Chatbots
  • Sentiment detection using ML models
  • Chatbot fundamentals with NLP libraries
  • Applications in customer service and marketing
13.Introduction to Deep Learning with Keras
  • Fundamentals of neural networks
  • Building basic 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
15.Recurrent Neural Networks (RNN) & LSTM
  • Sequence modeling concepts
  • Time series prediction using LSTM
  • Text generation with RNNs
16.Model Evaluation and Performance Metrics
  • Accuracy, precision, recall, F1-score
  • Confusion matrix and classification reports
  • K-fold cross-validation and error analysis
17.Model Deployment and Integration
  • Building ML apps using Flask or Streamlit
  • Model serialization with Pickle
  • Deploying to cloud (Heroku/AWS basics)
18.Machine Learning in Real-Time Scenarios
  • Industry case studies: healthcare, finance, e-commerce
  • Problem solving with live datasets
  • Business value through ML models
19.Introduction to Reinforcement Learning
  • Basic principles and Q-learning
  • Policy vs value-based methods
  • Applications in gaming and robotics
20.Capstone Project – From Data to Deployment in machine Learning Course
  • End-to-end machine learning project
  • Model building, testing, deployment
  • Presentation and peer reviews
21. GitHub Portfolio & Resume Building
  • Uploading ML projects to GitHub
  • Resume structuring with technical keywords
  • LinkedIn optimization tips for ML roles
22.Mock Interviews & Industry Preparation
  • Technical and scenario-based interview practice
  • Coding rounds and ML quizzes
  • Feedback from experienced trainers
23.Certification & Career Roadmap
  • Machine learning certification guidance
  • Mapping skills to job roles
  • Career paths: ML Engineer, Data Scientist, AI Analyst
24. Flexible Learning Options
  • Online and offline training available in Chennai
  • Weekend, weekday, and fast-track batches
  • Lifetime access to course materials and recordings
25.Placement Support – Machine Learning Course in Chennai
  • 100% placement assistance and job referrals
  • Tie-ups with tech companies and startups
  • Career mentorship from ML professionals
View more

Tools Covered in Machine Learning with Python Training in Chennai

1.Core Tools Covered in Machine Learning Training
  • Python Programming & Libraries – Build a strong foundation in Python with hands-on training in essential libraries like NumPy, Pandas, and Matplotlib for data analysis and visualization.
  • Supervised & Unsupervised Learning – Master algorithms like Linear Regression, Decision Trees, K-Means, and PCA through real-world applications and model training.
  • Model Evaluation & Tuning –Learn cross-validation, hyperparameter tuning, confusion matrix analysis, and performance metrics like accuracy, precision, and recall in our Machine Learning with Python course in Chennai.
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.
  • Natural Language Processing (NLP) –Work with text data using tokenization, sentiment analysis, and classification using libraries like NLTK and spaCy.
  • Time Series & Forecasting Tools – Analyze and forecast trends using time series models such as ARIMA, Prophet, and LSTM basics.
3.ML Automation & Real-Time Analytics
  • Model Deployment Tools – Learn to deploy ML models using Flask, Streamlit, or FastAPI for real-time inference and web application integration.
  • Data Preprocessing & Pipelines – Automate data cleansing, transformation, and feature engineering using pipeline tools within Scikit-Learn
4.Machine Learning Integration & Customization
  • Data Integration Tools – Connect ML models to real-world data sources like CSV, SQL, or APIs for dynamic input/output processing.
  • Custom ML Projects with Python –Gain hands-on exposure by developing industry-relevant ML projects, including classification, regression, and clustering use cases tailored for beginners and professionals.

Top Interview Questions for Machine Learning with Python Job Preparation Guide

General Machine Learning
  • What is Machine Learning, and how does it differ from traditional programming?
  • What are the main types of Machine Learning, and how are they used in real-world applications?
  • Explain the difference between supervised, unsupervised, and reinforcement learning.
Data Preprocessing
  • What is data normalization, and why is it important in machine learning models?
  • How do you handle missing data in a dataset, and why is it essential to address this issue?
  • What is feature engineering, and how does it impact model performance?.
Machine Learning Algorithms
  • Can you explain the difference between classification and regression algorithms, and provide examples of each
  • What is overfitting, and how do you prevent it in machine learning models?
  • Explain how decision trees work and their advantages and disadvantages?
Model Evaluation & Optimization
  • What are cross-validation and grid search, and why are they used in model selection?
  • What are the key evaluation metrics for classification problems, and how do they differ from regression metrics?
  • How do you handle imbalanced datasets when building machine learning models?

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 course in Chennai with real-world application focus
Job-Oriented Curriculum Covers Python-based ML techniques, data preprocessing, supervised/unsupervised learning, model evaluation, and deployment best practices
Hands-on Experience Get real-time exposure through ML projects, algorithm simulations, and case-based data science exercises
Expert Trainers– Learn from certified data science professionals with real-world expertise in machine learning, Python, and AI-driven systems.
Career & Certification Support-Receive 100% job assistance, resume building, and machine learning certification guidance with mentorship from industry experts
High-Demand Career Paths -Become a Machine Learning Engineer, Data Analyst, or AI Developer with skills aligned to top tech roles
Flexible Learning-Choose from classroom or online Machine Learning with Python course in Chennai tailored to your convenience and learning goals.

Benefits of Machine Learning Training at Immek Softech Academy

  • Industry-Focused Curriculum – Learn Machine Learning with Python in Chennai through real-world data science.Hands-on Training – Work on live ML projects, Python coding exercises, and data analytics case studies using real-world datasets.
  • Expert-Led Sessions – Instructor-led classes by certified data scientists with deep machine learning and AI expertise
  • Certification Assistance – Step-by-step support to clear globally recognized machine learning certifications with structured preparation
  • 100% Job Placement Support –Resume building, mock interviews, and job referrals included with our job-oriented machine learning course in Chennai
  • Flexible Learning Options – Choose from online or classroom-based machine learning training in Chennai to suit your learning style
  • High-Demand Career Opportunities – Become a Machine Learning Engineer, AI Specialist, or Data Analyst by joining our Machine Learning Training in Chennai with Python — gain skills aligned to today’s top-paying tech roles.

Placement Support – Machine Learning Course at Immek Softech Academy

  • 100% Job Assistance –End-to-end support to land roles in data science and AI through our job-oriented machine learning course in Chennai
  • Professional Resume Building – Craft a strong, ML-focused resume that highlights your machine learning, Python, and data analysis expertise
  • Interview Preparation –Get trained with mock interviews, technical Q&A, and expert feedback focused on machine learning job roles
  • Industry Tie-Ups –Access exclusive ML and AI job openings through our network of tech startups, IT firms, and analytics companies
  • ERP Certification Guidance – Prepare for recognized machine learning certifications with structured, expert-led sessions
  • Career Mentorship –Receive personalized career coaching through our Machine Learning Training in Chennai with Python to become a Machine Learning Engineer, AI Analyst, or Data Scientist.

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)

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    Course Fee:

    ₹40,000

    ₹ 32,000

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    Machine Learning with python Training Key Benefits

    • 12 Weeks Training

      For Become a Expert
    • Certificate of Training

      From Industry Machine Learning with python Experts
    • Beginner Friendly

      No Prior Knowledge Required
    • Build 3+ Projects

      For Hands-on Practices
    • Lifetime Access

      To Self-placed Learning
    • 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 course in Chennai with Python, focused on data preprocessing, model training, and deploying real-world AI applications using libraries like Scikit-learn, Pandas, and TensorFlow.
    Students, working professionals, data enthusiasts, and anyone interested in building a career in AI, Data Science, or analytics can join—no prior ML experience required.
    The Machine Learning with Python course in Chennai typically spans 8–12 weeks, with flexible batch options available for both weekday and weekend learners.
    Yes, we offer both online and classroom-based machine learning courses in Chennai, so you can choose the format that suits your schedule.
    • Key topics include supervised & unsupervised learning, regression, classification, clustering, model evaluation, feature engineering, and real-time project implementation.
    Basic Python programming is helpful, but not mandatory we offer a foundational Python module at the start of our Machine Learning with Python course in Chennai to help beginners get started.
    Absolutely! You’ll work on multiple real-time projects and case studies to apply concepts from our machine learning course in Chennai in practical, business-focused scenarios.
    Career Assistance
    • - Build an Impressive Resume
    • - Get Tips from Trainer to Clear Interviews
    • - Attend Mock-Up Interviews with Experts
    • - Get Interviews & Get Hired