Description
Foundations for Machine Learning: ML, DL, Python, Maths, AI is a course on the math, programming, and AI concepts needed for modern machine learning published by Udemy Online Academy. Suitable for beginners, aspiring data scientists, AI engineers, developers, and students, this course brings together Python programming, mathematics, machine learning, deep learning, and core AI concepts in a structured learning path. However, many beginners struggle because they jump straight to coding algorithms without understanding the concepts behind them. Students will explore data manipulation, statistics, probability, linear algebra, fundamentals of calculus, supervised and unsupervised learning, neural networks, model evaluation, and practical AI development using Python.
Each topic is explained using simple language, visual examples, and hands-on exercises to help you build confidence while building a strong understanding of the fundamentals. Instead of memorizing formulas, you’ll learn how and why machine learning algorithms work and when to apply them. Whether you’re a student, a software developer, a data enthusiast, or someone just starting a career in AI, this course will equip you with the knowledge and practical skills you need to confidently advance to advanced topics in machine learning, deep learning, and artificial intelligence.
What you will learn in Foundations for Machine Learning : ML, DL, Python, Maths, AI:
- Understand the fundamentals of machine learning and AI
- Apply essential linear algebra, probability, and statistics concepts.
- Prepare, clean, and visualize datasets for machine learning.
- Use Python and industry-standard libraries for data analysis.
- Build and evaluate basic machine learning models.
- Develop the confidence to progress to advanced topics such as deep learning and generative AI.
- and …
Course specifications
Publisher: Udemy
Instructors: Bonheur Shimwa
Language: English
Level: Introductory to Advanced
Number of Lessons: 38
Duration: 25h 39m
Course topics
Foundations for Machine Learning : ML, DL, Python, Maths, AI Prerequisites
Basic computer knowledge
No ML experience
No advanced mathematics
Python basics helpful but taught
Pictures
Foundations for Machine Learning : ML, DL, Python, Maths, AI introduction video
Installation guide
After Extract, watch with your favorite Player.
Subtitle: None
Quality: 720p
Downloadly link
Rapidgator link
File password (s): www.downloadly.ir
Size
10.9 GB