Best TensorFlow Training in Bangalore
Our Training program enables you to gain knowledge on TensorFlow Training. Our industry expert trainers will guide you through the fundamentals of TensorFlow Training. All these skills will prepare you to pass the TensorFlow Training certification exams.
|Course Duration||30 hrs|
|LMS Access||365 Days|
|Training Format||Live Online / Self-Paced / Classroom|
The Instructor for this course is from one of the Big5 Companies in the world.
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TensorFlow Training Course Content
The Math behind Machine Learning: Linear Algebra
The Math Behind Machine Learning: Statistics
- Conditional Probabilities
- Posterior Probability
- Samples vs Population
- Resampling Methods
- Selection Bias
Review of Machine Learning Algorithms
- Reinforcement Learning
- Underfitting and Overfitting
- Convex Optimization.
- Defining Neural Networks
- The Biological Neuron
- The Perceptron
- Multi-Layer Feed-Forward Networks
- Training Neural Networks
- Backpropagation Learning
- Gradient Descent
- Stochastic Gradient Descent
- Quasi-Newton Optimization Methods
- Generative vs Discriminative Models
- Hard Tanh
- Rectified Linear
- Loss Functions
- Loss Function Notation
- Loss Functions for Regression
- Loss Functions for Classification
- Loss Functions for Reconstruction
- Learning Rate
- Defining Deep Learning
- Defining Deep Networks
- Common Architectural Principals of Deep Networks
- Reinforcement Learning application in Deep Networks
- Activation Functions – Sigmoid, Tanh, ReLU
- Loss Functions
- Optimization Algorithms
- What is TensorFlow?
- Use of TensorFlow in Deep Learning
- Working of TensorFlow
- How to install Tensorflow
- HelloWorld with TensorFlow
- Running a Machine learning algorithms on TensorFlow.
- Introduction to CNNs
- CNNs Application
- Architecture of a CNN
- Convolution and Pooling layers in a CNN
- Understanding and Visualizing a CNN
- Transfer Learning and Fine-tuning Convolutional Neural Networks.
- Introduction to RNN Model
- Application use cases of RNN
- Modelling sequences
- Training RNNs with Backpropagation
- Long Short-Term memory (LSTM)
- Recursive Neural Tensor Network Theory
- Recurrent Neural Network Model.
- Restricted Boltzmann Machine
- Applications of RBM
- Collaborative Filtering with RBM
- Introduction to Autoencoders
- Autoencoders applications
- Understanding Autoencoders
- Variational Autoencoders
- Deep Belief Network
TensorFlow Training FAQ
Yes, we offer self paced training
We offer three different modes of training. Instructor Led Live Training, Self Paced Training and Corporate Training
Yes we offer discounts for group of 3 plus people.
Yes we are the only company where we work with students and offer flexible timings which fits your schedule
All our instructors are from MNC companies who have real time experience of more than 10 years.
Yes we offer a free demo session with the instructors. The trainer will answer all your queries and share the course agenda.
TensorFlow Training Course Schedule
Here are the TensorFlow Training Classes in Bangalore Schedules. Let us know if this schedule doesn't match your requirements. We will try to arrange a demo based on your interest.