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Deep Learning Course - Master Neural Networks & AI

Master neural networks, TensorFlow, and advanced deep learning architectures

45 Hours 110 Lessons 15 Quizzes 10 Assignments Certificate Included
Advanced Level English
Enroll Now @ ₹3,999.00 ₹4,999.00 20% OFF View Curriculum
1 students enrolled

About the Deep Learning Course

Are you ready to master neural networks and deep learning? Notes Time offers the most comprehensive Deep Learning Course in Patna, Bihar with flexible learning options.

Our Deep Learning course is designed for intermediate learners who want to become AI and deep learning specialists. Whether you're a data scientist, ML engineer, or career changer, this course will equip you with the skills needed to build and deploy advanced neural network models.

Why Choose Our Deep Learning Training?

  • Dual Learning Modes: Learn online from anywhere or attend offline classes at our Patna center
  • Industry-Ready Curriculum: 110+ lessons covering TensorFlow, Keras, CNNs, RNNs, and Transformers
  • GPU-Enabled Labs: Hands-on practice with Google Colab and cloud GPUs
  • Real-World Projects: Build image classifiers, NLP models, and generative AI applications
  • Placement Assistance: Job support for students completing the course
  • Certification: Industry-recognized deep learning certificate upon completion
Offline Classes Available at: Notes Time Learning Center, Patna, Bihar. Limited seats available for classroom training.

Course Fee

₹3,999.00 ₹4,999.00

(20% off - Limited Period)

Duration: 45 Hours

Lessons: 110+

Quizzes: 15

Assignments: 10

Certificate Included

Lifetime Access

Level: Advanced

Language: English

Enroll Now

30-day money-back guarantee

What You'll Learn

Master neural networks and advanced deep learning architectures

Neural Networks

Perceptrons, activation functions, backpropagation, optimization

TensorFlow & Keras

Model building, training, evaluation, and deployment

Computer Vision

CNNs, transfer learning, object detection, image segmentation

NLP with Deep Learning

RNNs, LSTMs, GRUs, text classification, sentiment analysis

Transformers & Attention

Attention mechanism, BERT, GPT, transformers architecture

Model Optimization

Hyperparameter tuning, regularization, transfer learning

Deep Learning Tools & Frameworks You'll Master

Industry-standard deep learning frameworks

Python

TensorFlow

Keras

PyTorch

NumPy

Google Colab

Course Curriculum

110+ lessons across 9 comprehensive modules

  • Introduction to Deep Learning & AI 25 min
  • Perceptron & Multi-Layer Perceptron (MLP) 30 min
  • Activation Functions (ReLU, Sigmoid, Tanh, Softmax) 30 min
  • Forward Propagation & Backpropagation 35 min
  • Loss Functions & Optimization Algorithms 30 min
  • Gradient Descent & Learning Rate 25 min
  • Lab: Building First Neural Network 45 min

  • TensorFlow 2.x Installation & Setup 20 min
  • Tensors & Operations 25 min
  • Keras Sequential API 30 min
  • Functional API & Model Subclassing 30 min
  • Callbacks & Custom Training Loops 30 min
  • TensorBoard for Visualization 25 min
  • Lab: TensorFlow Model Development 55 min

  • CNN Architecture Fundamentals 30 min
  • Convolution & Pooling Layers 30 min
  • Padding, Strides, and Filters 25 min
  • Popular CNN Architectures (LeNet, AlexNet, VGG) 35 min
  • ResNet & Inception Networks 30 min
  • Transfer Learning with Pre-trained Models 35 min
  • Image Augmentation Techniques 25 min
  • Project: Image Classification with CNN 60 min

  • Object Detection (YOLO, SSD, Faster R-CNN) 40 min
  • Semantic Segmentation (U-Net, Mask R-CNN) 35 min
  • Face Detection & Recognition 30 min
  • Generative Models (Autoencoders, GANs) 35 min
  • Style Transfer & Image Generation 30 min
  • Project: Object Detection System 60 min

  • RNN Architecture & Vanishing Gradient Problem 30 min
  • LSTM Networks (Long Short-Term Memory) 35 min
  • GRU (Gated Recurrent Units) 30 min
  • Bidirectional RNNs 25 min
  • Seq2Seq Models & Encoder-Decoder Architecture 35 min
  • Project: Time Series Forecasting 55 min

  • Text Preprocessing & Tokenization 30 min
  • Word Embeddings (Word2Vec, GloVe, FastText) 35 min
  • Text Classification with RNN/LSTM 30 min
  • Sentiment Analysis 25 min
  • Named Entity Recognition (NER) 30 min
  • Project: Sentiment Analysis System 55 min

  • Attention Mechanism Explained 30 min
  • Transformer Architecture (Attention is All You Need) 35 min
  • BERT (Bidirectional Encoder Representations from Transformers) 35 min
  • GPT (Generative Pre-trained Transformer) Series 30 min
  • Fine-tuning Pre-trained Transformers 35 min
  • Lab: Fine-tuning BERT for Text Classification 60 min

  • Hyperparameter Tuning 30 min
  • Regularization Techniques (Dropout, BatchNorm) 30 min
  • Early Stopping & Model Checkpointing 25 min
  • Model Quantization & Pruning 30 min
  • Deploying Models with TensorFlow Serving 30 min
  • Model Deployment on Cloud (AWS, GCP) 25 min
  • Lab: Deploying Deep Learning Model 50 min

  • Project 1: Image Classifier with CNN 60 min
  • Project 2: Object Detection using YOLO 60 min
  • Project 3: Language Translation using Seq2Seq 60 min
  • Project 4: BERT-based Question Answering 60 min
  • Deep Learning Career Paths & Interview Prep 30 min
  • Portfolio Review & Career Guidance 30 min

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Flexible Learning Options

Choose the mode that suits your lifestyle

Online Mode

Learn from anywhere in India or worldwide

  • Live interactive sessions
  • Recorded lectures available
  • 24/7 doubt support
  • GPU-enabled Jupyter environment
  • Lifetime access to materials

Offline Mode (Patna, Bihar)

Classroom training at our Patna learning center

  • In-person instructor guidance
  • Hands-on practical sessions
  • Peer learning environment
  • Networking opportunities
  • Free Wi-Fi & computer access

Career Opportunities After This Course

Job roles you can target after deep learning training

Deep Learning Engineer

Average Salary: ₹8-16 LPA

AI Research Scientist

Average Salary: ₹12-25 LPA

Computer Vision Engineer

Average Salary: ₹7-14 LPA

NLP Engineer

Average Salary: ₹8-15 LPA

Deep Learning Industry Outlook

Why deep learning skills are in high demand

40%

Annual growth in AI job postings

₹15L

Average salary for deep learning engineers

50K+

Open AI positions in India

Ready to Master Deep Learning?

Join thousands of students who have transformed their careers with Notes Time

Enroll for Online
Enroll for Offline (Patna)

Limited seats available for offline classes. Register early!

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