TensorFlow Training

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Course Includes

100% Money back guarantee
Live Training

30 Hrs of Sessions

Lab Sessions

20 Hrs of Labs

Two Real-time Use cases

Real-time Use cases

24/7 Lifetime Support

24/7 Lifetime Support

Certification Assistance

Certification Based Curriculum

Flexible Schedule

Flexible Schedules

One-on-onedoubtclearing

One-on-one doubt clearing

Careerpathguidance

Career path guidance

JobSupport

Job Support

About TensorFlow Course

Become job-ready by mastering all the core essentials of TensorFlow framework and developing deep neural networks. This training also provides two real-time projects to sharpen your skills and knowledge, and clear the TensorFlow Certification Exam. Enroll now and get certified.

TensorFlow Training
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Course Coverage

TensorFlow Course Curriculum

You will be exposed to the complete TensorFlow Trainingcourse details in the below sections.

Introduction To Deep Learning

Deep Learning: A revolution in Artificial Intelligence
Limitations of Machine Learning
Discuss the idea behind Deep Learning
Advantage of Deep Learning over Machine learning
3 Reasons to go Deep
Real-Life use cases of Deep Learning
Scenarios where Deep Learning is applicable

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

Fundamentals Of Neural Networks

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

Fundamentals Of Deep Networks

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
Summary

Introduction To TensorFlow

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

Convolutional Neural Networks (CNN)

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

Recurrent Neural Networks (RNN)

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(RBM) And Autoencoders

Restricted Boltzmann Machine
Applications of RBM
Collaborative Filtering with RBM
Introduction to Autoencoders
Autoencoders applications
Understanding Autoencoders
Variational Autoencoders
Deep Belief Network

free

Add-ons

Most of the TensorFlow Jobs in the industry expect the following add-on skills. Hence, we offer these skills-set as FREE Courses (Basics) to ease your learning process and help you stay ahead of the competition.

Agile & Scrum

Hands-on TensorFlow Projects

Our TensorFlow Training course aims to deliver quality training that covers solid fundamental knowledge on core concepts with a practical approach. Such exposure to the current industry use-cases and scenarios will help learners scale up their skills and perform real-time projects with the best practices.

    Training Options

    Choose your own comfortable learning experience.

    Self-Paced Videos

    30 hrs of E-Learning Videos

    self-paced

    Get Pricing

    • 30 hours of TensorFlow Training videos
    • Curated and delivered by industry experts
    • 100% practical-oriented classes
    • Includes resources/materials
    • Latest version curriculum with covered
    • Get lifetime access to the LMS
    • Learn technology at your own pace
    • 24x7 learner assistance
    • Certification guidance provided
    • Post sales support by our community

    Live Instructor-Led

    30 hrs of Remote Classes in Zoom/Google meet

    online

    2024 Batches

    Start - End

    Time

    Weekend

    Nov 09 - Nov 24

    07:00 PM

    Weekdays

    Nov 12 - Nov 27

    07:00 PM

    Weekend

    Nov 16 - Dec 01

    09:00 AM

    Weekdays

    Nov 19 - Dec 04

    09:00 AM

    Customize your schedule here

    + Includes Self-Paced
    • Live demonstration of the industry-ready skills.
    • Schedule your sessions at your comfortable timings.
    • Virtual instructor-led training (VILT) classes.
    • Real-time projects and certification guidance.

    For Corporates

    Empower your team with new skills to Enhance their performance and productivity.

    Corporate Training

    • Customized course curriculum as per your team's specific needs
    • Training delivery through self-Paced videos, live Instructor-led training through online, on-premise at Mindmajix or your office facility
    • Resources such as slides, demos, exercises, and answer keys included
    • Complete guidance on obtaining certification
    • Complete practical demonstration and discussions on industry use cases
    Learn MoreContact us

    Served 130+ Corporates

    Corporate Clients

    TensorFlow Certification

    Shall I appear for TensorFlow certification exam after completion of TensorFlow course?

    Our TensorFlow course covers all the topics that are required to clear TensorFlow certification. Trainer will share TensorFlow certification guide, TensorFlow certification sample questions, TensorFlow certification practice questions.
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    User Testimonials

    • 4500 +
      COURSE REVIEWS
    • 4.6
      AVERAGE RATING
    • 98 %
      SATISFIED LEARNERS

    I have completed TensorFlow Training from Mindmajix. I'm quite impressed by the trainer and his way of teaching was unique and he did a great job. Good place to learn ...

    Read More
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    Job Assistance Program

    We take pride in being part of 5 lakh plus career transitions worldwide
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    Connect with Learning Advisor

    Job Support Program

    Online Work Support for your on-job roles.

    jobservice

    Our work-support plans provide precise options as per your project tasks. Whether you are a newbie or an experienced professional seeking assistance in completing project tasks, we are here with the following plans to meet your custom needs:

    • Pay Per Hour
    • Pay Per Week
    • Monthly
    Learn MoreGet Job Support

    Career Transition

    Many professionals transformed careers with better pay and higher positions.

    Reviewer
    Senior Engineer to Network Engineer

    Arka Basak is now working for Conentrix as a Network Engineer, who took VAPT Training from MindMajix while he was working for CSS Corp as a Senior Engineer. 

    Company Logo
    Senior Engineer
    arrow
    Present Company
    Network Engineer

    76% of learners got 5x hike

    dollar

    68% of learners got promoted

    review

    83% of learners got certified

    medal

    TensorFlow Training Objectives

    Course Objectives

    Upon completion of this course, you will be able to:

    • Understand TensorFlow concepts, functions, operations and the execution pipeline.
    • Understand neural networks, deep learning algorithms, and data abstraction layers.
    • Master advanced topics including convolutional neural networks, deep neural networks, recurrent neural networks, and high-level interfaces.
    • Learn how to build deep learning models in TensorFlow and interpret the results
    • Understand the fundamental concepts of artificial neural networks

    Why should you learn TensorFlow to grow your career?

    • TensorFlow could be a game-changer in the future of Artificial Intelligence - Google
    • Our training helps you get on the deep-learning bandwagon and acquire the highest paid and best suitable jobs in the market.

    Who should learn TensorFlow?

    The following job roles will get benefited from this training:

    • Data scientists
    • Software engineers
    • Data analysts
    • Statisticians with interest in deep learning

    What are the prerequisites for the TensorFlow course?

    Prerequisites for this course include basic programming knowledge and fundamentals of Mathematics and Statistics.

    What will you learn in this TensorFlow training?

    From this course, you will:

    • Learn the concepts of Google TensorFlow
    • Understand Supervised and unsupervised learning
    • Understand Backpropagation in neural networks
    • Learn about convolutional neural networks
    • Understand image recognition and natural language processing.
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    TensorFlow Training FAQs

    • General
    • Self-Paced
    • Online
    • Corporate

    What if I miss the class?

    You can access the recording of the missed class through our LMS. We record each training session and upload it after the session to our LMS which can be accessible to the students.

    I want to complete the training in a few days or a week? Is it possible?

    Yes, we got custom training programs to complete the course as you need.

    What are the system requirements I need to attend online training?

    You need good internet connectivity with a mobile/tab/laptop/system installed with Zoom/Meet.

    How can I access recorded videos of my training sessions?

    You can access the recorded videos through our LMS after every session.

    Do I get any discount on the course?

    Yes, you get two kinds of discounts. They are group discounts and referral discounts.

    • A group discount is offered when you join as a group of three or more.
    • When you are referred by someone already enrolled for training, you receive a referral discount.
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