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 Newcastle
- Mobile App Develpment Courses in Newcastle
- Website Design Courses in Newcastle
- Networking and Security Courses in Newcastle
- Digital Marketing (SEO) Courses in Newcastle
- Graphics Training Courses in Newcastle
- Cloud Computing Courses in Newcastle
- Mean Stack Development Courses in Newcastle
- Python Full Packages Courses in Newcastle
- Animation & Video Editing Courses in Newcastle
- Mern Stack Development Courses in Newcastle
Course Highlights
Featured Courses
This deep learning course in Newcastle is mainly recommended for software engineers, data scientists, data analysts, and statisticians who are interested in deep learning.
Deep learning is a subset of machine learning (ML), which is essentially a three-layer neural network. 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.
Because there is a strong demand for skilled deep learning engineers in various fields, this deep learning course in Newcastle certification training is ideal for intermediate and advanced experts.
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. Students receive practical experience by working on real-world projects. 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. Deep learning models in the real world could be used for driverless cars, money filtration, virtual assistants, facial recognition, and other applications. Deep learning teaches using botorganizeded anorganizedtured data.
