Deep Learning Course in Chennai

Become an AI Expert with 100% Placement Assistance

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

Unlock the power of Artificial Intelligence and Neural Networks with Piper CADD’s Deep Learning Course in Chennai — a comprehensive, hands-on program designed to make you an expert in Deep Neural Networks (DNN), CNN, RNN, TensorFlow, and Keras. Whether you are a student, working professional, or aspiring data scientist, this Deep Learning course equips you with the most in-demand skills in AI and machine learning to build smart, intelligent systems that think like humans. Learn directly from industry-certified trainers and work on real-world projects that prepare you for top careers in AI, Computer Vision, and Natural Language Processing (NLP).

Deep Learning Course in Chennai

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  • Hiring Partners

    20+

  • Placed Students

    1500+

  • Expert Trainers

    15+

  • Courses

    100+

Deep Learning Course Syllabus

  • What is AI, ML, and Deep Learning
  • Differences Between ML and DL
  • Applications and Use Cases of Deep Learning
  • Neural Networks vs Traditional Algorithms
  • Setting Up Python and TensorFlow Environment
  • Linear Algebra (Vectors, Matrices, Dot Product)
  • Probability and Distributions
  • Gradient Descent and Optimization
  • Activation Functions (ReLU, Sigmoid, Tanh)
  • Loss Functions and Evaluation Metrics
  • Python Fundamentals for AI
  • Numpy, Pandas, and Matplotlib
  • TensorFlow and Keras Basics
  • Data Preprocessing and Normalization
  • Exploratory Data Analysis (EDA)
  • Introduction to Neural Networks
  • Building ANN Models using TensorFlow/Keras
  • Forward and Backpropagation
  • Weight Initialization and Regularization
  • Evaluating Model Accuracy
  • Understanding Image Data
  • Convolution, Pooling, and Flattening Layers
  • Building CNN Models for Image Classification
  • Transfer Learning with Pre-Trained Models (VGG16, ResNet)
  • Case Study: Face Recognition & Object Detection
  • Sequential Data and Time Series Analysis
  • RNN Architecture and Backpropagation Through Time (BPTT)
  • LSTM and GRU Networks
  • Text Prediction and Sentiment Analysis
  • Case Study: Stock Market Prediction
  • Text Preprocessing and Tokenization
  • Word Embeddings (Word2Vec, GloVe)
  • Text Classification Models
  • Language Modeling and Machine Translation
  • Case Study: Chatbot and Sentiment Analysis
  • Autoencoders and Dimensionality Reduction
  • Generative Adversarial Networks (GANs)
  • Reinforcement Learning Fundamentals
  • Deep Q-Learning
  • Case Study: Image Generation and Game Playing AI
  • Hyperparameter Tuning
  • Dropout, Batch Normalization, and Regularization
  • Saving and Loading Models
  • Model Deployment using Flask or Streamlit
  • Cloud Deployment Overview (AWS, GCP)
  • End-to-End Deep Learning Capstone Project
  • Model Evaluation and Optimization
  • Resume Building and Interview Preparation
  • Final Certification & Placement Support

Why Learn Deep Learning Course?

In the digital age, Deep Learning is revolutionizing industries — powering self-driving cars, virtual assistants, facial recognition, and fraud detection systems. It’s the core engine behind Artificial Intelligence and the next frontier of data science innovation.

Top Reasons to Learn Deep Learning:

  • Deep Learning engineers are among the highest-paid professionals in IT.
  • The global AI market is projected to reach $400 billion by 2030.
  • Core skill for Data Scientists, AI Engineers, and ML Specialists.
  • Used across industries — from healthcare to finance, retail to robotics.
  • Career growth potential: 10x increase in Deep Learning job demand in India alone.

Why Choose Piper CADD for Deep Learning Training in Chennai?

Piper CADD is the best Deep Learning Training Institute in Chennai, known for delivering practical, job-ready IT courses that help students and professionals achieve career excellence.

  • Industry-Experienced Trainers: Learn from AI & ML professionals with 10+ years of hands-on experience in deep learning, data science, and neural networks.
  • Real-World Projects: We don’t just teach — we help you build your career. Our Java Course with 100% placement in Chennai includes mock interviews, resume building, and job referrals through our dedicated placement cell.
  • 100% Placement Assistance: Our dedicated placement team ensures every learner gets mock interviews, resume support, and job referrals to top companies.
  • **Flexible Learning Options:**Choose from Classroom, Online, Weekend, or Fast-Track learning modes to suit your schedule.
  • Globally Recognized Certification: Earn a Deep Learning Certification from Piper CADD, validating your skills for AI-driven career opportunities.
  • Comprehensive Curriculum: From neural network basics to advanced architectures like CNN, RNN, and GANs — learn everything with hands-on implementation.

What is Deep Learning?

Deep Learning is a specialized branch of Machine Learning inspired by how the human brain works. It uses artificial neural networks to analyze large amounts of data, identify complex patterns, and make intelligent decisions.

Key Features of Deep Learning

  • Learns automatically from large datasets.
  • Uses multi-layer neural networks to perform complex tasks.
  • Powers applications like image recognition, speech translation, and chatbots.
  • Works with structured and unstructured data (text, image, audio, video).

Who Can Enroll in the Deep Learning Course in Chennai?

  • Students & Graduates B.E., B.Tech, M.Sc, MCA, etc.
  • Data Scientists and Machine Learning Engineers
  • Software Developers seeking AI career growth
  • Researchers in computer vision and NLP
  • Working Professionals in analytics and automation
  • Anyone passionate about AI-driven technologies

Technical Skills You Will Gain

  • Python Programming for AI & ML
  • TensorFlow and Keras Frameworks
  • Building and Training Neural Networks
  • Convolutional Neural Networks (CNN)
  • Recurrent Neural Networks (RNN, LSTM, GRU)
  • Natural Language Processing (NLP)
  • Model Evaluation, Optimization, and Deployment
  • Transfer Learning and Generative AI Concepts

Industry Applications of Deep Learning

  • Healthcare: Medical imaging, disease diagnosis, drug discovery
  • Finance: Fraud detection, stock prediction, risk analytics
  • Retail & E-commerce: Recommendation systems, demand forecasting
  • Automotive: Self-driving cars, object detection
  • Cybersecurity: Threat detection, anomaly analysis
  • Marketing: Sentiment analysis, customer segmentation
  • Manufacturing: Predictive maintenance, quality inspection

Career Opportunities After Deep Learning Training

  • Deep Learning Engineer: Companies: TCS, Wipro, Infosys
  • AI Engineer: Companies: TCS, Wipro, Infosys ,ZOHO
  • NLP Engineer: Companies:Flipkart,IBM,ZOHO
  • Computer Vision Engineer: Companies: Google, Microsoft,IBM, Amazon
  • Data Scientist: Companies: Google, Cognizant, Accenture, IBM
  • Research Scientist: Companies: Microsoft, Cognizant, Accenture, ZOHO
  • Machine Learning Specialist: Companies: Wipro, Cognizant, Accenture, IBM

Salaries for freshers typically start at ₹6 – ₹9 LPA, with experienced professionals earning up to ₹20 - 35 LPA or higher depending on expertise and industry.

Deep Learning Course Duration & Training Modes

  • Classroom Training

    3–4 months, In-person instructor-led + lab access
  • Online Deep Learning Training

    3 – 4 Months Live virtual classes with recordings
  • Fast Track Program

    1.5 Months Intensive project-based sessions
  • Weekend Batches

    5-6 Intensive project-based sessions

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

  • 10+ Years of Training Excellence
  • Certified Deep Learning and AI Trainers
  • Real-Time Projects with Industry Datasets
  • 100% Placement Assistance
  • Job-Oriented and Updated Curriculum
  • Lifetime Learning Access & Technical Support
  • Globally Recognized Certification

Enroll Now for the Best Deep Learning Course in Chennai!

Accelerate your AI career with Piper CADD’s Deep Learning Course in Chennai — master neural networks, build real-world models, and become an AI expert.

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

FAQs - Deep Learning Course in Chennai

The course duration is 3 to 4 months, depending on the chosen mode and learning pace.

Yes! We start from the basics of Machine Learning and gradually progress to advanced Deep Learning concepts.

Basic knowledge helps, but we cover Python, statistics, and ML fundamentals in the initial modules.

Yes. We offer 100% placement assistance, resume guidance, and mock interviews.

Yes. You’ll receive a Piper CADD Deep Learning Certification, highly valued in the AI industry.

You’ll work with TensorFlow, Keras, NumPy, Pandas, Matplotlib, Scikit-learn, and OpenCV.

Projects include image classification, sentiment analysis, predictive modeling, and chatbot creation.