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 Navi Mumbai
- Mobile App Develpment Courses in Navi Mumbai
- Website Design Courses in Navi Mumbai
- Networking and Security Courses in Navi Mumbai
- Digital Marketing (SEO) Courses in Navi Mumbai
- Graphics Training Courses in Navi Mumbai
- Cloud Computing Courses in Navi Mumbai
- Mean Stack Development Courses in Navi Mumbai
- Python Full Packages Courses in Navi Mumbai
- Animation & Video Editing Courses in Navi Mumbai
- Mern Stack Development Courses in Navi Mumbai
Course Highlights
Featured Courses
Deep learning teaches using botorganizeded anorganizedtured data.
Because there is a strong demand for skilled deep learning engineers in various fields, this deep learning course in Navi Mumbai certification training is ideal for intermediate and advanced experts.
Deep learning is a subset of machine learning (ML), which is essentially a three-layer neural network. Python is the language of deep learning.
Rather than being numerical, the majority of the data is in an unstructured format, such as audio, image, text, and video. Students receive practical experience by working on real-world projects. Every day, businesses collect massive volumes of data and analyze it to get actionable business insights. One of the key benefits of employing deep learning is its capacity to perform feature engineering on its own.
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. Deep learning algorithms are employed in a variety of industries, from automated driving to medical gadgets.
