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Essential Math for Machine Learning: Python Edition

This course is specifically designed to help programming enthusiasts build a basic understanding and knowledge of the key concepts of Algebra, Calculus, Statistics, Probability, and Differential Equations.


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48 Hours

Course Duration

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This course is specifically designed to help programming enthusiasts build a basic understanding and knowledge of the key concepts of Algebra, Calculus, Statistics, Probability, and Differential Equations.

Course Information

About this Course:

This intermediate-level 48-Hours Training Program covers all the basic and essential concepts of Mathematics to help professionals gain proficiency in working with Python Programming Language. Machine Learning and Artificial Intelligence revolve around the essentials of Algebra and Differential Calculus and often Programmers find it hard to cross this hurdle in the way to professional career success. This course is specifically designed to help such professionals and candidates understand the mathematics essentials in a better and simpler way.

This course is specifically designed to help programming enthusiasts build a basic understanding and knowledge of the key concepts of Algebra, Calculus, Statistics, Probability, and Differential Equations. In this way, professionals will be able to develop the required level of proficiency needed to pursue further education in machine learning and artificial intelligence.

This course presents professionals with an opportunity to work with data and apply the core mathematical concepts and techniques in programming. This course specifically targets the mathematical concepts relating to programming and only sheds light on mathematical areas sharing significance in the world of artificial intelligence and machine learning. 

Course Objectives:

The core objective of this course is to help professionals gain a better knowledge and understanding of the following key concepts:

  • Fundamentals and Essentials of Mathematical Functions, Equations, and Graph
  • Key Concepts of Optimization and Differentiation
  • Differential Calculus and Derivatives
  • Understanding Matrices and Vectors
  • Core Concepts of Probability and Statistics 


This course is tailored for the following group of professionals and interested candidates:

  • Data Analyst and Scientists
  • IT Professionals and Expert
  • Programmers


Professionals planning to enroll in the Essential Math for Machine Learning: Python Edition must comply with the following prerequisites:

  • Fundamental Knowledge of Core Concepts of Mathematics
  • Practical Experience of working with Python
  • Familiarity with Self-Paced Learning Modules

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More Information
Brand Microsoft
Subjects App Development
Lab Access No
Technology Microsoft, Programming Language
Learning Style Self-Paced Learning
Learning Type Course
Difficulty Intermediate
Course Duration 48 Hours
Language English

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Course Expert:


Brian Hernandez
Web development Instructor


Brian Hernandez has been in the development field for over a decade. Brian works extensively with Full Stack Web Development, MEAN Stack, MEMR (Mango, Express, MySQL, React) Stack and other Modern Web Frameworks.

Brian is a consultant, and his company is currently catering to clients to want to improve their online presence or build one from scratch. He has worked with high profile companies, helping them move them to digital, both for in-housework, and for having a digital presence for their external stakeholders.

Brian also works as a web-development instructor and teaches everything starting from HTML/CSS basics to layout techniques, programming concepts (objects, arrays, loops etc.), JavaScript, jQuery, and responsive concepts and techniques.

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