Machine Learning / Deep Learning
Tech Bharath Career Development Center in Chennai offers a comprehensive Machine Learning (ML) and Deep Learning (DL) Training program, designed to equip you with the skills needed to build intelligent systems and applications. ML and DL are critical subsets of artificial intelligence (AI), focusing on algorithms and neural networks to enable computers to learn from and make decisions based on data.
Program Overview
Suitable for All Levels
Beginners: Easy-to-learn course starting with fundamental concepts of ML and DL and essential tools.
Experienced Developers: Advanced topics to deepen existing knowledge, including sophisticated neural network architectures and state-of-the-art techniques.
Key Learning Areas
Introduction to Machine Learning: Understanding ML principles, types of learning (supervised, unsupervised, reinforcement), and key applications.
Programming Languages: Proficiency in Python for ML and DL development.
Data Preprocessing: Cleaning and preparing data, feature selection, and feature engineering.
Supervised Learning: Regression, classification algorithms, and model evaluation techniques.
Unsupervised Learning: Clustering, dimensionality reduction, and association algorithms.
Deep Learning Basics: Fundamentals of neural networks, activation functions, and optimization techniques.
Libraries and Frameworks: Using TensorFlow, Keras, PyTorch, and scikit-learn for building and training models.
Advanced Deep Learning: Convolutional Neural Networks (CNNs), Recurrent Neural Networks (RNNs), Long Short-Term Memory (LSTM) networks, and Generative Adversarial Networks (GANs)
Model Deployment: Techniques for deploying ML and DL models into production.
Course Structure
Hands-on Approach: Practical assignments and projects to reinforce learning.
Capstone Project: A comprehensive project to apply all learned skills in a real-world scenario
Real-World Applications: Insights into how ML and DL are applied in various industries such as healthcare, finance, and automotive.
Learning Modes
Online Classes: Conducted via Google Meet, Team Viewer, and Zoom.
Offline Classes: Spacious, clean classrooms with projector-based teaching for an interactive learning experience.
Additional Benefits
Affordable Fees: Minimal and reasonable charges with discounts for group enrollments.
Certification: Valuable certificates upon course completion, enhancing employability.
Placement Assistance: Support in securing opportunities with top MNCs and reputed IT organizations.
Why Choose Tech Bharath?
Experienced Trainers: Skilled instructors with extensive industry experience
Comprehensive Curriculum: Covers all aspects necessary for proficiency in ML and DL.
Flexible Learning Options: Online and offline classes to suit different needs and schedules.
Supportive Learning Environment: Conducive facilities and resources for optimal learning.
Join Tech Bharath Career Development Center for Machine Learning and Deep Learning Training and take a significant step towards becoming a proficient AI specialist.
