The repo contains books, tutorials and resources based on the recommendations of Eng. Mohammed Hammad, it's still under construction and will keep updating as more useful recommendations come through..

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1- MIT Tutorials - Beginner

2- Grokking Algorithms (book) - Beginner

3- Algorithms Unplugged (book) - Advanced

1- CMU 15-445/645 Intro to Database Systems (Fall 2019) (Tutorials) - Beginner

2- CMU 15-721 Advanced Database Systems (Spring 2020)(Tutorials) - Advanced

3- The text book of the previous course

4- Concise Guide to Databases A Practical Introduction (book) - Beginner

5- Designing Data-Intensive Applications (book) - Graduate level)

6- seven databases in seven weeks (to study differences among different databases)

Reference Article

1- artificial intelligence a modern approach (Book)

2- CPSC 322: Introduction to Artificial Intelligence (UBC)

1- Neural Networks and Deep Learning By Michael Nielsen / Dec 2019 - Beginner

2- Deep Learning Book by Aaron Courville, Ian Goodfellow - Advanced

3- Matrix Methods in Data Analysis, Signal Processing, and Machine Learning, Spring 2018

The Resources in this section are ordered:

First Check The Article

Then Check Eng. Hammad Lecture

Now Check the Resources Gathered in ORDER:

1- MIT RES.6-012 Introduction to Probability, Spring 2018

2- COMPSCI 188 - 2018-08-23

3- Lecture 11 to 15 only From Stanford CS221

4- Daphne Koller - Graphical Models

5- Probabilistic Machine Learning kevin Murphy BOOK

6- Gaussian Processes for Machine Learning, MIT Press

Eng. Mohammed Hammad Playlist

1- Functional Thinking: Paradigm Over Syntax (Book)

2- Functional Programming For The Real World (Book)

3- Category theory for programmers by bartosz milewisky

1- Head First Object Oriented Analysis and Design

2- Head First Design Pattern 2nd Edition

Starter Book:

C# 8.0 and .NET Core 3.0 – Modern Cross-Platform Development Build applications with C# NET Core, Entity Framework

Refrenece Article

1- C# 9.0 in a Nutshell (book) - Beginner

2- Gavin Lon channel on YouTube (Tutorials)

Beginner

Advanced

2- Concurrency in .NET- Manning Publications (book) - Advanced

3- CLR via C# (book) - Advanced

4- C# in Depth (book) - Advanced

Reference Articles:

1- Article on facebook

2- explore more posts here using this filter

1- First read those articles

2- TSQL Fundamentals (Book) - Beginner

3- SQL Server Concurrency Locking, Blocking and Row Versioning (Book) - Advanced

4- Professional SQL Server 2012 Internals and Troubleshooting (Book) - Advanced

1- CS 162, 2019, UC Berkeley (Tutorials) - Beginner

Videos

Resources

2- Introduction to Operating System Design and Implementation (Book) - Beginner

3- OPERATING SYSTEMS THREE EASY PIECES (Book) - Beginner

Distributed Systems University of Cambridge

1- MIT Deep Learning in Life Sciences 6.874 Spring 2020 (Tutorials)

Videos

Resources

1- MITx 6.00.2x, Introduction to Computational Thinking and Data Science (Tutorials)

1- Refactoring

2- Patterns of Enterprise Application Architecture

3- Refactoring to Patterns

4- Continuous Integration

5- Continuous Delivery

Link for all

Reference Article

6- NoSQL Distilled

Reference Article

1- clean code مهم

Reference Articles

• Article 1
• Article 2
• Article 3
• Article 4

2- Refactoring to patterns مهم برضه

• Link

• Reference Article/s

1- Domain-Driven Design Distilled (entry)

2- implementing domain driven design

3- domain driven design, eric evans

1- [For Dummies] Deborah J. Rumsey - Probability For Dummies (2006, Wiley) - Beginner

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