Deep Learning Training by Experts
Our Training Process
Deep Learning - Syllabus, Fees & Duration
MODULE 1
- Introduction to Tensor Flow
- Computational Graph
- Key highlights
- Creating a Graph
- Regression example
- Gradient Descent
- TensorBoard
- Modularity
- Sharing Variables
- Keras Perceptrons
- What is a Perceptron?
- XOR Gate
MODULE 2
- Activation Functions
- Sigmoid
- ReLU
- Hyperbolic Fns, Softmax Artificial Neural Networks
- Introduction
- Perceptron Training Rule
- Gradient Descent Rule
MODULE 3
- Gradient Descent and Backpropagation
- Gradient Descent
- Stochastic Gradient Descent
- Backpropagation
- Some problems in ANN Optimization and Regularization
- Overfitting and Capacity
- Cross-Validation
- Feature Selection
- Regularization
- Hyperparameters
MODULE 4
- Introduction to Convolutional Neural Networks
- Introduction to CNNs
- Kernel filter
- Principles behind CNNs
- Multiple Filters
- CNN applications Introduction to Recurrent Neural Networks
- Introduction to RNNs
- Unfolded RNNs
- Seq2Seq RNNs
- LSTM
- RNN applications
MODULE 5
- Deep learning applications
- Image Processing
- Natural Language Processing
- Speech Recognition
- Video Analytics
This syllabus is not final and can be customized as per needs/updates
- Since 2001, Making IT Experts by Experts
- Duration: 40 Hours (Vary as per your skill)
- Course Fees
- Individual Live Classes (1:1)
- Batch Classes @ Low Fees
- Training on Your Time, Any Where
- Access to Recorded Videos
- Practical Internship on Projects
- 100% Placement Support by our jobsNEAR.in
- Training/Internship Certificate
- Web Development Courses in Gulbarga
- Mobile App Develpment Courses in Gulbarga
- Website Design Courses in Gulbarga
- Networking and Security Courses in Gulbarga
- Digital Marketing (SEO) Courses in Gulbarga
- Graphics Training Courses in Gulbarga
- Cloud Computing Courses in Gulbarga
- Mean Stack Development Courses in Gulbarga
- Python Full Packages Courses in Gulbarga
- Animation & Video Editing Courses in Gulbarga
- Mern Stack Development Courses in Gulbarga
Course Highlights
Featured Courses
One of the key benefits of employing deep learning is its capacity to perform feature engineering on its own. Companies like to hire people who have completed this deep learning course. Deep learning algorithms are employed in a variety of industries, from automated driving to medical gadgets. Deep learning has become increasingly significant for commercial decision-making since it is very adept at processing such forms of data.
The foundations of deep learning and neural networks are covered, as well as techniques for improving neural networks, strategies for organizing and completing machine learning projects, convolutional neural networks, and their applications, recurrent neural networks and their methods and applications, and advanced topics such as deep reinforcement learning, generative adversarial networks, and adversarial attacks. Every day, businesses collect massive volumes of data and analyze it to get actionable business insights. Python is the language of deep learning. Deep learning is a type of learning that entails Specialization in Gulbarga will assist you in learning the fundamental ideas of deep learning, as well as understanding the problems, repercussions, and capacities of deep learning, as well as allowing you to contribute to the advancement of cutting-edge technology.
. Students receive practical experience by working on real-world projects.
