Course Overview

Are you looking to gain a new in-demand skill from the comfort of your home? Well, look no further; you’ve come to the right place!

Our easy-to-follow Learn Machine Learning from Scratch will provide you with all the deep knowledge and insight you need to know about this topic. This comprehensive course has been broken down into several manageable modules, which we believe will assist you to easily grasp each concept – from the fundamental to the more advanced aspects of the course. 

Learn the most in-demand skills from the safety & comfort of your home. Enjoy the freedom to learn at your own comfortable pace and prepare yourself for the market of the future. 

Learning Outcomes

Whether you are an aspiring professional or a complete beginner, this course will improve your expertise and boost your CV with key skills and an accredited certification attesting to your knowledge. 

Entry Requirement

    • This course is available to all learners of all academic backgrounds.
    • Learners should be aged 16 or over to undertake the qualification.
    • Some basic understanding of the English language and numeracy.  

Why choose us?

    • Affordable, engaging & high-quality e-learning study materials.
    • Tutorial videos/materials from the industry-leading experts.
    • Study in a user-friendly, advanced online learning platform.
    • Efficient exam systems for the assessment and instant result.
    • The UK & internationally recognized accredited qualification.
    • Access to course content on mobile, tablet, or desktop from anywhere, anytime.
    • The benefit of career advancement opportunities.
    • 24/7 student support via email.  


After you have successfully completed the course, you will be able to obtain an Accredited Certificate of Achievement. You can, however also obtain a Course Completion Certificate following the course completion without sitting for the test. Certificates can be obtained either in hardcopy at the cost of £29 or in PDF format at the cost of £19.

    • PDF certificate’s turnaround time is 24 hours, and for the hardcopy certificate, it is 3-9 working days

Career path

Learn Machine Learning from Scratch is a useful qualification to possess and would be beneficial for any related profession or industry. 

Learn Machine Learning from Scratch
$24.85 Save 94% - Ends soon TAKE THIS COURSE

Course Curriculum

Module 01: Introduction to Machine Learning Algorithms
Introduction to types of ML algorithm 00:02:00
Module 02: Preprocessing
Importing a dataset in python 00:02:00
Resolving Missing Values 00:06:00
Managing Category Variables 00:04:00
Training and Testing Datasets 00:07:00
Normalizing Variables 00:02:00
Normalizing Variables – Python Code 00:03:00
Summary 00:01:00
Module 03: Regression
Simple Linear Regression – How it works? 00:04:00
Simple Linear Regreesion – Python Implementation 00:07:00
Multiple Linear Regression – How it works? 00:01:00
Multiple Linear Regression – Python Implementation 00:09:00
Decision Trees – How it works? 00:05:00
Random Forest – How it works? 00:03:00
Decision Trees and Random Forest – Python Implementation 00:04:00
Module 04: Classification
kNN – How it works? 00:02:00
kNN – Python Implementation 00:10:00
Decision Tree Classifier and Random Forest Classifier in Python 00:10:00
SVM – How it works? 00:04:00
SVM – Python Implementation 00:06:00
Resources – Machine Learning with Python 00:00:00

Course Reviews


  • 5 stars0
  • 4 stars0
  • 3 stars0
  • 2 stars0
  • 1 stars0

No Reviews found for this course.

© Alpha Academy is a part of Adams Academy Inc. Ltd.

    Your Cart
    Your cart is emptyReturn to Shop
      Apply Coupon