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 Tampines
- Mobile App Develpment Courses in Tampines
- Website Design Courses in Tampines
- Networking and Security Courses in Tampines
- Digital Marketing (SEO) Courses in Tampines
- Graphics Training Courses in Tampines
- Cloud Computing Courses in Tampines
- Mean Stack Development Courses in Tampines
- Python Full Packages Courses in Tampines
- Animation & Video Editing Courses in Tampines
- Mern Stack Development Courses in Tampines
Course Highlights
Featured Courses
This deep learning course in Tampines is mainly recommended for software engineers, data scientists, data analysts, and statisticians who are interested in deep learning.
Because there is a strong demand for skilled deep learning engineers in various fields, this deep learning course in Tampines certification training is ideal for intermediate and advanced experts. Deep learning is important because it automates feature generation, works well with unstructured data, has improved self-learning capabilities, supports parallel and distributed algorithms, is cost-effective, has advanced analytics, and is scalable. Artificial neural network systems are created on the human brain in deep learning, a subcategory of Machine Learning. Deep learning teaches using botorganizeded anorganizedtured data. Companies like to hire people who have completed this deep learning course. Python is the language of deep learning.
Deep learning is a subset of machine learning (ML), which is essentially a three-layer neural network. Deep learning models in the real world could be used for driverless cars, money filtration, virtual assistants, facial recognition, and other applications. Deep learning is a type of learning that entails Specialization in Tampines 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.
