Tensorflow Training
200+
10+
60 HrsCredo Systemz provides TensorFlow training in Chennai as a classroom, online and corporate training programs. TensorFlow training program helps you to learn the open source framework effectively to use it for machine learning applications like neural networks.
Key Features
Training from
Industrial Experts
24 x 7
Expert Support
Hands on
Practicals/ Projects
Certification
of Completion
100% Placement
Assistance
Free
Live Demo
What is Tensorflow?
Tensorflow is an open source software machine learning library which is developed by Google for their own deep learning purpose.Using TensorFlow you can design, build and also train deep learning models. This open source TensorFlow library also provides numerical computations using data flow graphs.
Course Features
- Duration60 hours
- Skill levelAll level
- Batch Strength15
- AssessmentsYes
- Mock InterviewsYes
- Resume BuildingYes
- PlacementsYes
- Flexible TimingYes
- Fee InstallmentsYes
- LanguageTamil/English
- Deep Learning: A revolution in Artificial Intelligence
- Limitations of Machine Learning
- Discuss the idea behind Deep Learning
- An advantage of Deep Learning over Machine learning
- 3 Reasons to go Deep
- Real-Life use cases of Deep Learning
- Scenarios where Deep Learning is applicaScalarsble
- The Math behind Machine Learning: Linear Algebra
- Scalars
- Vectors
- Matrices
- Tensors
- Hyperplanes
- The Math Behind Machine Learning: Statistics
- Probability
- Conditional Probabilities
- Posterior Probability
- Distributions
- Samples vs Population
- Resampling Methods
- Selection Bias
- Likelihood
- Review of Machine Learning Algorithms
- Regression
- Classification
- Clustering
- Reinforcement Learning
- Underfitting and Overfitting
- Optimization
- 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
- Activation Functions
- Linear
- Sigmoid
- Tanh
- Hard Tanh
- Softmax
- Rectified Linear
- Loss Functions
- Loss Function Notation
- Loss Functions for Regression
- Loss Functions for Classification
- Loss Functions for Reconstruction
- Hyperparameters
- Learning Rate
- Regularization
- Momentum
- Sparsity
- Defining Deep Learning
- Defining Deep Networks
- Common Architectural Principals of Deep Networks
- Reinforcement Learning application in Deep Networks
- Parameters
- Layers
- Activation Functions - Sigmoid, Tanh, ReLU
- Loss Functions
- Optimization Algorithms
- Hyperparameters
- 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
Impressed with our Course Content?
Attend a Free Demo Session to Experience our Quality!
Get Free Session - 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
- Intro to RNN Model
- Application use cases of RNN
- Modeling 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
You will be going through detailed 2 to 3 months of Tensorlow Hands-on training
- Detailed instructor led sessions to help you become a proficient Expert in Tensorflow.
- Build a Tensorflow professional portfolio by working on hands on assignments and projects.
- Personalised mentorship from professionals working in leading companies.
- Lifetime access to downloadable Tensorflow course materials, interview questions and project resources.
Credo Systemz - Velachery, Chennai
Call Us +91 9884412301
Credo Systemz - OMR, Chennai
Call Us +91 9600112302
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I joined Tensorflow training @ Credo Systemz . Best learning place for Tensorflow training in Chennai with practical knowledge. Overall Coaching was excellent .Thankz to My Trainer.
