Google Drives (E-Books, Courses, summaries and Interview Preparation)

► My Google Drive >>>> link.

► A big Drive in data science >>>> link

► This site has millions of e-books that you can download any of them for free >>>> PDF_Drive

►►►►►► Notice: The GoogleDrive of mine and the whole repo up-to-date (under update) ◄◄◄◄◄◄

Roadmap

This roadmap related to Data Science, Machine Learning, Deep Learning, Data Engineer and Big Data Engineer. Pick up this roadmap from here
You can take a peek at this doc, too.

You have to learn the maths before ML and DL

1. Linear Algebra for Machine Learning ---> link

2. Calculus for Machine Learning ---> link

3. Probability and Statistics for Machine Learning ---> link

4. Data Structures, Algorithms, and Machine Learning Optimization ---> link

A nice site for learn the math : maths is fun
Arabic sourse: link and its material from here

Arabic channels

Mustafa Othman and Hesham Asem for ML
Codzilla and Elzero for Python
MS SQL Server for SQL

Some YouTube channels in English to teach data science and artificial intelligence (An alternative to paid courses)

Python Simplified: link

Krish Naik: The best channel out there >>>> link

Nicholas Renotte: A very distinguished channel, especially in the computer vision >>>> link

Pysource: The great channel in the computer Vision >>>> link

codebasics: One of the best channels in Data Science and NLP >>>> link

CodeEmporium: A very distinguished channel in Data Scienc >>>> link

Python Engineer: A distinguished channel with its advanced topics >>>> link

igitalSreeni: A channel specialized in computer vision and segmentation, and the most important thing in the channel is coding, practical, not theoretical, and it is presented by a very distinguished university professor >>>> link

CODE MENTAL: link

Lazy Tech: link

Normalized Nerd: Very very special channel >>>> link

Weights & Biases: link

The AI Guy: link

AI Sciences: Good and varied topics >>>> link

AIEngineering: link

Abhishek Thakur: link

Free courses

200 Udacity free courses on ML and Data Science >>>> link

Free Coursera Courses for Data Science, you can check these 38 Completely Free Data Science Coursera Courses >>>> link

70 Free Online Courses for Data Science to Advance Your Skills in 2022 >>>> link

AI Courses and Certifications from Intel >>>> link

See my Google Drive for more courses

How to create your own resume?

FlowCV
Canva
Kickresume
ResumeNow
Template on my Drive
resume quality score
CV review

Intellegent CV for Android