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 Albany
- Mobile App Develpment Courses in Albany
- Website Design Courses in Albany
- Networking and Security Courses in Albany
- Digital Marketing (SEO) Courses in Albany
- Graphics Training Courses in Albany
- Cloud Computing Courses in Albany
- Mean Stack Development Courses in Albany
- Python Full Packages Courses in Albany
- Animation & Video Editing Courses in Albany
- Mern Stack Development Courses in Albany
Course Highlights
Featured Courses
Every day, businesses collect massive volumes of data and analyze it to get actionable business insights. Deep learning powers a variety of AI (artificial intelligence) services and applications that automate and perform physical operations without the need for human participation.
. Deep learning teaches using botorganizeded anorganizedtured data.
Deep learning is a subset of machine learning (ML), which is essentially a three-layer neural network. Deep learning is a type of learning that entails Specialization in Albany 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. One of the key benefits of employing deep learning is its capacity to perform feature engineering on its own. This deep learning course in Albany is mainly recommended for software engineers, data scientists, data analysts, and statisticians who are interested in deep learning. Deep learning algorithms are employed in a variety of industries, from automated driving to medical gadgets. Artificial neural network systems are created on the human brain in deep learning, a subcategory of Machine Learning.
