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 Abu Dhabi
- Mobile App Develpment Courses in Abu Dhabi
- Website Design Courses in Abu Dhabi
- Networking and Security Courses in Abu Dhabi
- Digital Marketing (SEO) Courses in Abu Dhabi
- Graphics Training Courses in Abu Dhabi
- Cloud Computing Courses in Abu Dhabi
- Mean Stack Development Courses in Abu Dhabi
- Python Full Packages Courses in Abu Dhabi
- Animation & Video Editing Courses in Abu Dhabi
- Mern Stack Development Courses in Abu Dhabi
Course Highlights
Featured Courses
Students receive practical experience by working on real-world projects.
Deep learning is a subset of machine learning (ML), which is essentially a three-layer neural network. Python is the language of deep learning. This deep learning course in Abu Dhabi is mainly recommended for software engineers, data scientists, data analysts, and statisticians who are interested in deep learning.
.
Participants in the deep learning course should have a thorough understanding of the principles of programming, as well as a solid understanding of the fundamentals of statistics and mathematics, as well as a clear grip on the critical knowledge portions of machine learning.
Because there is a strong demand for skilled deep learning engineers in various fields, this deep learning course in Abu Dhabi certification training is ideal for intermediate and advanced experts. Companies like to hire people who have completed this deep learning course. Deep learning powers a variety of AI (artificial intelligence) services and applications that automate and perform physical operations without the need for human participation. Artificial neural network systems are created on the human brain in deep learning, a subcategory of Machine Learning.
