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 Al Wakrah
- Mobile App Develpment Courses in Al Wakrah
- Website Design Courses in Al Wakrah
- Networking and Security Courses in Al Wakrah
- Digital Marketing (SEO) Courses in Al Wakrah
- Graphics Training Courses in Al Wakrah
- Cloud Computing Courses in Al Wakrah
- Mean Stack Development Courses in Al Wakrah
- Python Full Packages Courses in Al Wakrah
- Animation & Video Editing Courses in Al Wakrah
- Mern Stack Development Courses in Al Wakrah
Course Highlights
Featured Courses
This deep learning course in Al Wakrah is mainly recommended for software engineers, data scientists, data analysts, and statisticians who are interested in deep learning. Students receive practical experience by working on real-world projects. 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 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 powers a variety of AI (artificial intelligence) services and applications that automate and perform physical operations without the need for human participation.
Deep learning is a subset of machine learning (ML), which is essentially a three-layer neural network.
Because there is a strong demand for skilled deep learning engineers in various fields, this deep learning course in Al Wakrah certification training is ideal for intermediate and advanced experts. 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.
Rather than being numerical, the majority of the data is in an unstructured format, such as audio, image, text, and video.
