Machine Learning Course in Chennai

Become a Certified ML Expert with 100% Placement Assistance

  • Live Projects
  • Global recognized certificate
  • 100% placement Assistance
  • Affordable fees
  • Expert Trainers
  • Flexible Timing

Do you want to build intelligent systems that can predict, classify, and automate tasks? Learn how machines learn from data with Piper CADD’s Machine Learning Course in Chennai — a comprehensive, hands-on training program designed for students, graduates, and professionals who aspire to master the art of data-driven automation. Our Machine Learning Training in Chennai covers everything from Python programming, data preprocessing, supervised & unsupervised algorithms, model evaluation, to real-world ML projects. Taught by industry experts, this Machine Learning course is ideal for anyone looking to enter the booming field of AI, Data Science, and Predictive Analytics.

Machine Learning Course in Chennai

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  • Hiring Partners

    20+

  • Placed Students

    1500+

  • Expert Trainers

    15+

  • Courses

    100+

Machine Learning Course Syllabus

  • What is ML and Why It Matters
  • Applications of ML in Real World
  • Machine Learning Lifecycle
  • Overview of AI, ML, and Deep Learning
  • ML Tools: Python, Jupyter, TensorFlow
  • Python Basics, Libraries (NumPy, Pandas, Matplotlib)
  • Data Structures, Functions, and Loops
  • Exploratory Data Analysis (EDA)
  • Handling Missing Values and Outliers
  • Data Visualization Techniques
  • Linear Algebra Concepts (Vectors, Matrices)
  • Probability & Distributions
  • Correlation and Regression
  • Hypothesis Testing and P-valuesn
  • Feature Engineering Basics
  • Data Cleaning and Transformation
  • Encoding Categorical Data
  • Feature Scaling, Normalization, and Binningaa
  • Handling Imbalanced Data
  • Feature Selection Techniques
  • Linear Regression & Polynomial Regression
  • Logistic Regression
  • Decision Trees and Random Forest
  • Support Vector Machines (SVM)
  • K-Nearest Neighbors (KNN)
  • Naïve Bayes Classifier
  • Clustering: K-Means, Hierarchical, DBSCAN
  • Association Rule Mining (Apriori, Eclat)
  • Dimensionality Reduction with PCA
  • Anomaly Detection and Outlier Analysis
  • Train/Test Split and Cross-Validation
  • Accuracy, Precision, Recall, F1-Score
  • ROC Curve and AUC
  • Hyperparameter Tuning (GridSearchCV, RandomSearch)
  • Model Deployment Basics
  • Introduction to Neural Networks
  • Activation Functions and Optimizers
  • TensorFlow and Keras Basics
  • Building Simple ANN Models
  • Transfer Learning Concepts
  • Predictive Analytics for Sales Forecasting
  • Customer Segmentation Model
  • Sentiment Analysis Using NLP
  • Credit Card Fraud Detection System
  • Employee Attrition Prediction
  • End-to-End Machine Learning Project
  • Resume Building & Portfolio Creation
  • Certification Exam
  • Interview Preparation & Mock Sessions

Why Learn Machine Learning Course?

Machine Learning (ML) is the foundation of Artificial Intelligence (AI) — enabling computers to learn from data and make predictions without explicit programming. From Netflix recommendations to self-driving cars, Machine Learning is used everywhere.

Top Reasons to Learn Machine Learning:

By mastering ML at Piper CADD, you’ll gain the technical depth and hands-on experience to become a successful Machine Learning Engineer.

  • One of the most in-demand and highest-paying IT careers.
  • Required skill for AI Engineers, Data Scientists, and Analysts.
  • Used in every sector — finance, healthcare, retail, cybersecurity, and more.
  • Develop models that automate decision-making and improve efficiency.
  • Growing job demand: Over 150,000+ ML jobs are expected in India.

Why Choose Piper CADD for Machine Learning Training in Chennai?

Piper CADD is the best IT training institute in Chennai, offering project-based, placement-driven training programs trusted by thousands of learners and corporate clients.

  • Experienced Industry Trainers: Our trainers are certified Data Scientists and ML engineers with over a decade of real-world experience in AI and analytics.
  • Comprehensive, Hands-On Curriculum: The course covers Python, statistics, data visualization, and ML algorithms through real-time datasets and case studies.
  • 100% Placement Assistance: We provide mock interviews, resume guidance, and corporate referrals to ensure you land your dream job.
  • Flexible Learning Modes: Choose between classroom training, online live sessions, weekend batches, or fast-track programs.
  • Recognized Certification: Earn a Machine Learning Certification from Piper CADD, a top-rated credential for analytics and AI jobs.
  • Career Guidance: Get end-to-end career mentorship, project reviews, and soft-skills training.

What is Machine Learning?

Machine Learning is a branch of Artificial Intelligence that focuses on building systems that learn from data to make predictions or decisions. ML algorithms identify patterns and insights automatically, eliminating the need for hard-coded rules.

Key Features of Machine Learning

ML tools like Python, Scikit-learn, TensorFlow, Keras, and PyTorch make it easier to build models for classification, regression, clustering, and forecasting.

  • Automates data analysis and decision processes.
  • Works with structured and unstructured data.
  • Improves with experience — more data = better predictions.
  • Powers AI applications like recommendation systems and fraud detection.

Who Can Enroll in the Machine Learning Course?

Our Machine Learning Course in Chennai is suitable for anyone eager to dive into AI and data-driven technologies.

  • Students & Graduates (Engineering, Statistics, Computer Science, etc.)
  • Data Analysts and Programmers seeking career advancement
  • Software Developers transitioning into AI or Data Science roles
  • Business Analysts looking to implement predictive solutions
  • Researchers and Professionals interested in automation and analytics

Technical Skills You Will Gain

After completing this Machine Learning Course in Chennai, you’ll master:

  • Python Programming for AI & ML
  • Data Preprocessing and Feature Engineering
  • Supervised & Unsupervised Learning Models
  • Statistical Data Analysis
  • Model Evaluation and Optimization
  • Neural Networks and TensorFlow Basics
  • Predictive Analytics & Data Visualization

Industry Applications of Machine Learning

Machine Learning is revolutionizing every domain with predictive intelligence.

  • Healthcare: Disease Prediction, Diagnostics, Drug Discovery
  • Finance: Credit Scoring, Fraud Detection, Algorithmic Trading
  • Retail & E-commerce: Recommendation Engines, Customer Segmentation
  • Manufacturing: Predictive Maintenance, Quality Assurance
  • IT & Cybersecurity: Anomaly Detection, Threat Monitoring
  • Marketing & Advertising: Target Marketing, Campaign Optimization

Career Opportunities After Machine Learning Training

Machine Learning professionals are among the most sought-after talents in the IT sector.

  • Machine Learning Engineer: Companies: TCS, Wipro, Infosys
  • Data Scientist: Companies: TCS, Wipro, Infosys ,ZOHO
  • AI Engineer: Companies:Flipkart,IBM,ZOHO
  • Research Analyst: Companies: Google, Microsoft,IBM, Amazon
  • Business Intelligence Engineer: Companies: Google, Cognizant, Accenture, IBM
  • NLP Engineer: Companies: Microsoft, Cognizant, Accenture, ZOHO
  • Predictive Analytics Consultant: Companies: Wipro, Cognizant, Accenture, IBM

Salaries for freshers typically start at ₹5 – ₹8 LPA, with experienced professionals earning up to ₹20-35 LPA or higher depending on expertise and industry.

Machine Learning Course Duration & Training Modes

  • Classroom Training

    3–4 months, Live Instructor-Led Sessions + Lab Access
  • Online Machine Learning Training

    3 – 4 Months Interactive Online Classes + Recordings
  • Fast Track

    1.5 months Intensive, Project-Based Training
  • Weekend Batches

    5-6 Months Ideal for working professionals

Why Piper CADD is the Best Machine Learning Training Institute in Chennai

Our training ensures you not only learn ML concepts but also apply them in real-world scenarios confidently.

  • 10+ Years of Training Excellence
  • Certified Machine Learning Trainers
  • Real-Time Industry Projects
  • 100% Placement Assistance
  • Advanced Curriculum
  • Affordable Fees & Flexible Schedules
  • Lifetime Access to Materials & Recordings
  • Personalized Career Support

Enroll Now for the Best Machine Learning Course in Chennai!

🚀 Master Python, Data Science & Machine Learning Algorithms | 100% Placement Support Transform your career with Piper CADD’s Machine Learning Course in Chennai — where theory meets real-world application.

Contact Us today to book a demo or get detailed course information.

FAQs - Machine Learning Course in Chennai

The standard duration is 3 to 4 months, with flexibility for weekend or fast-track batches.

Basic Python knowledge is helpful but not mandatory — we start from the fundamentals.

Yes. We offer online Machine Learning training with live interactive classes and lifetime access.

Absolutely. We provide 100% placement assistance, mock interviews, and career counseling.

You’ll learn Python, NumPy, Pandas, Scikit-learn, TensorFlow, Keras, and Matplotlib.

Yes. You’ll earn a Piper CADD Machine Learning Certification, recognized by top employers.

Projects include real-time applications like fraud detection, customer segmentation, and forecasting.