...

All- About Google Machine Learning Crash Course

Google now presents us with an amazing crash course to learn Machine Learning from the very scratch. A lot of doubts and questions will be cleared during this course if you are a beginner like-

  1. Is Machine Learning different from long-established programming? If yes, how?
  2. What are the various models of Machine learning?
  3. Representation of data in a form where it is measurable.
  4. What is the neural network/gradient descent? Etc

It provides you with a well-versed glossary providing the meanings of various important words like- A/B Testing, Gradient Descent, Pandas, Numpy, Scaling, Validation, and many more.

Course Features

This course consists of -

  • Lectures from experienced Google researchers
  • 30+ video indulging lectures
  • Case studies related to real-world problems
  • Interactive visualizations for better understanding
  • 25+ lessons, exercises, and assignments

Prerequisites

To start this free machine learning course, you don’t need to be an expert in Machine Learning, but to understand the concepts in a better way you need to –

  • Be comfortable with variables, graphs, and equations
  • Knowledge of working in programming languages like python programming language would always help.
  • Knowing about libraries like- pandas, numpy would be of additional help.

Topics Covered In Machine Learning Course:

  1. Machine Learning Introduction
  2. Reducing Loss 
  3. Regularization
  4. TensorFlow Basics
  5. Classification Techniques
  6. Neural Networks Training
  7. Multi-class Neural Nets
  8. Embeddings
  9. Cancer prediction machine learning project

Some additional links to visit before starting this course are-

  1. https://developers.google.com/machine-learning/problem-framing
  2. https://colab.research.google.com/github/google/eng-edu/blob/main/ml/cc/exercises/numpy_ultraquick_tutorial.ipynb?utm_source=mlcc&utm_campaign=colab-external&utm_medium=referral&utm_content=mlcc-prework&hl=en
  3. https://colab.research.google.com/github/google/eng-edu/blob/main/ml/cc/exercises/pandas_dataframe_ultraquick_tutorial.ipynb?utm_source=mlcc&utm_campaign=colab-external&utm_medium=referral&utm_content=mlcc-prework&hl=en

The link to the google free machine learning course is-

https://developers.google.com/machine-learning/crash-course

 

payal_mahajan

A professional Coder with sheer knowledge in much technical domain. we very highly value her.