Introduction to Tensor Flow Machine Learning | Free Course | Alison
Loading

Introduction to Tensor Flow Machine Learning

Learn about the fundamentals of machine learning and the concept of TensorFlow in this free online course.

Data Science
Free Course
This free online course on the Tensor Flow machine learning will introduce you to a brief history of TensorFlow. You will also be introduced to machine learning concepts and the mathematical foundation of deep learning. This course will be useful for Artificial Intelligence professionals who are focused on data processing and machine learning model building. By the end of this course, you will become familiar with machine learning concepts.
  • Duration

    4-5 Hours
  • Assessment

    Yes
  • Certification

    Yes
  • Responsive

    Yes
  • Publisher

    NPTEL

Description

Modules

Outcome

Certification

View course modules

Description

This free online course the introduction toTensor Flow machine learning will begin by introducing you to the overview of TensorFlow and the concepts of machine learning. This course outlines the definition, brief history and gradual development of Tensorflow. You will also learn about the importance of Tensorflow, the contribution of TensorFlow to machine learning and the various methods of building a machine learning model.

This course explains in detail the basics of machine learning and machine learning concepts using neural network playground as a visualization tool. You will also learn about machine learning from a programming perspective and some important terminologies of machine learning. You will learn about the techniques for data normalization and the details of the machine learning process, including data pre-processing and model building. You will also learn about linear and logistic regression.

This course then analyzes the variations of gradient descent which are being employed in practical machine learning training. You will also learn about some of the nuances of gradient descent. This course explains the techniques surrounding model evaluation which include the basics of model evaluation and diagnosing problems with models. You will learn about the basic concepts, functions and attributes of tensors. You will also learn about matrix, the mathematical foundations of deep learning.

Start Course Now

Learning Outcomes

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


  • Discuss the concept of Tensorflow
  • Discuss the history and development of Tensorflow
  • Explain the purpose and importance of Tensorflow
  • Distinguish between machine learning and traditional programming 
  • Discuss the achievements of deep learning
  • Explain linear and logical regression
  • Discuss the basic concept of tensors

Certification

All Alison courses are free to enrol, study and complete. To successfully complete this Certificate course and become an Alison Graduate, you need to achieve 80% or higher in each course assessment. Once you have completed this Certificate course, you have the option to acquire an official Certificate, which is a great way to share your achievement with the world. Your Alison Certificate is:

Ideal for sharing with potential employers - include it in your CV, professional social media profiles and job applications
An indication of your commitment to continuously learn, upskill and achieve high results
An incentive for you to continue empowering yourself through lifelong learning

Alison offers 3 types of Certificates for completed Certificate courses:

Digital Certificate - a downloadable Certificate in PDF format, immediately available to you when you complete your purchase
Certificate - a physical version of your officially branded and security-marked Certificate, posted to you with FREE shipping
Framed Certificate - a physical version of your officially branded and security-marked Certificate in a stylish frame, posted to you with FREE shipping

All Certificates are available to purchase through the Alison Shop. For more information on purchasing Alison Certificates, please visit our FAQs. If you decide not to purchase your Alison Certificate, you can still demonstrate your achievement by sharing your Learner Record or Learner Achievement Verification, both of which are accessible from your Dashboard. For more details on our Certificate pricing, please visit our Pricing Page.

Careers

    Notification

    You have received a new notification

    Click here to view them all