Google Free Online Course | Learn Machine Learning Free | Free Crash Course 2021

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Hello learners! Here’s a great opportunity being offered by Google to all the tech enthusiasts out there. Recently, Google has launched a free online course naming “Machine Learning Crash Course with TensorFlow APIs” for all the students to help them to learn about Machine Learning.

For better clarity regarding this course, check out the below-mentioned details.

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About the Course

“Machine Learning Crash Course with TensorFlow APIs” is Google’s fast-paced, practical introduction to machine learning that can be completed in 15 hours. The Google free online machine learning crash course features a series of lessons with video lectures, real-world case studies, and hands-on practice exercises. After completing the course, participants will be able to recognize the practical benefits of mastering machine learning and understand the philosophy behind machine learning. 

Note

Before beginning Machine Learning Crash Course, do the following:

  1. If you’re new to machine learning, take Introduction to Machine Learning Problem Framing. This one-hour self-study course teaches you how to identify appropriate problems for machine learning.
  2. If you are new to NumPy, do the NumPy Ultraquick Tutorial Colab exercise, which provides all the NumPy information you need for this course.
  3. If you are new to pandas, do the pandas UltraQuick Tutorial Colab exercise, which provides all the panda information you need for this course.

Topics to be Covered

  • Introduction to machine learning.
  • Framing.
  • Descending into machine learning.
  • Reducing loss.
  • Define common machine learning terms.
  • Describe examples of products that use machine learning and general methods of machine learning problem-solving used in each.
  • Identify whether to solve a problem with machine learning.
  • Compare and contrast machine learning to other programming methods.
  • Apply hypothesis testing and the scientific method to machine learning problems.
  • Have conversations about machine learning problem-solving methods and so on.

Prerequisites

Machine Learning Crash Course does not presume or require any prior knowledge in machine learning. However, to understand the concepts presented and complete the exercises, we recommend that students meet the following prerequisites:

  • You must be comfortable with variables, linear equations, graphs of functions, histograms, and statistical means.
  • You should be a good programmer. Ideally, you should have some experience programming in Python because the programming exercises are in Python. However, experienced programmers without Python experience can usually complete the programming exercises anyway.

Also read: CISCO Free Certification Courses 2021 | E-Skill India Free Courses | Best Free Courses for Students

How to Apply?

For official notification by Google: Click Here

For  Introduction to Machine Learning Problem Framing Course: Click Here

For NumPy UltraQuick Tutorial: Click Here

For Pandas DataFrame UltraQuick Tutorial: Click Here

To apply for Machine Learning Free Crash Course: Click Here

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