Complete Maths for Machine Learning & Data Science – FREE Full Course (2026)

GenerativeAI Course: https://genai.codingwise.in/
Data-Analytics Course: https://data-analytics-course.codingwise.in/
Job Guarantee Data Analytics Cohort: https://data-analytics.codingwise.in/

Maths for Data Science & Machine Learning – complete FREE full course
for beginners (2026). Learn all the maths for Data Science, ML, and AI
in ONE video: statistics, probability, linear algebra, and calculus.
From zero. No prerequisites.

Every concept taught with pen-paper practice + Python code. Built for
complete beginners, non-tech graduates, and career switchers.

SYLLABUS
Phase 1 – Math Foundations
Arithmetic, algebra, linear equations, graphs

Phase 2 – Statistics for Data Science
Mean, median, mode, variance, standard deviation, data visualization

Phase 3 – Probability for Data Science
Probability rules, conditional probability, random variables, simulations

Phase 4 – Linear Algebra for ML
Vectors, matrices, matrix operations, dot product

TIMESTAMPS
00:00 Intro
02:26 Course Introduction
03:50 Data Analytics with Generative AI — Course Overview
04:05 Maths Foundation for Data Science
38:18 Statistics for Data Science
46:50 Central Tendency (Mean, Median, Mode)
57:54 Variance & Standard Deviation
1:12:51 Probability Basics
1:21:42 Conditional Probability
1:38:16 Linear Algebra for Machine Learning
2:00:12 Dot Product & Vector Similarity

Resources: https://programs.codingwise.in/

WATCH NEXT
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Machine Learning Full Course: https://youtu.be/ie4oGI85SAE?si=_D52gL2vX-9jLeDS
AI Engineering Full Course: https://youtu.be/UqA7bxp7VBk?si=ZmCiCCV07mBLeaok
Data Visualisation Course: https://youtu.be/ZgOGDI5HUKg?si=sXJ60JHSKmG9wtuL
Computer Vision Full Course: https://youtu.be/yQu_3e7MAr0?si=Sb6-GgwA-vERjlZT
PowerBI Full Course: https://youtu.be/2rOjSOoZB08?si=3FrszEysGF6zDMm1
Numpy Full Course: https://youtu.be/9DhZ-JCWvDw?si=bXTST4fGPp2LaU7R
Pandas Full Course: https://youtu.be/qrMnoY8qBJM?si=SrHFvzv6Uq49noSg
MatPlotlib Full Course: https://youtu.be/kM_eVEEWfnE?si=j2bPRp-yU5fXaIY5
Advanced Excel Full Course: https://youtu.be/fmiF9PdEnGY?si=NA3ZQv9YV7C7iilP
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Topics: maths for data science, maths for machine learning, statistics
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learning, calculus for ML, data science full course, free data science
course 2026, math for AI beginners.

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