Eng Hammad Recommendations Save

The repo contains books, tutorials and resources based on the recommendations of Eng Mohammed Hammad.

Project README

Eng. Hammad-Recommendations

The repo contains books, tutorials and resources based on the recommendations of Eng. Mohammed Hammad

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Index:

Introduction to Programming

Courses:

Programming Paradigms

Stanford Course

Functional Programming

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

Object Oriented Programming

1- Head First Object Oriented Analysis and Design

2- Head First Design Pattern 2nd Edition

Data Structure and Algorithms

Databases

Courses

Books

Reference Article

Reference Article

Operating Systems

Courses

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

Videos

Resources

Books

Distributed Systems

Build High Quality Software

Martin Fowler books

  • Refactoring

  • Patterns of Enterprise Application Architecture

  • Refactoring to Patterns

  • Continuous Integration

  • Continuous Delivery

Link for all

Reference Article

Robert Martin

Reference Articles

  • Refactoring To Patterns

Domain Driven Design

Important Resources in: AI, ML, DS (Next Sections)

Data Science

Books:

Courses:

Artificial intelligence

Books:

Courses:

Probability and Statistics

Machine Learning

Probabilistic Machine Learning

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

Machine Learning Courses

Neural Networks and Deep Learning

Deep Learning Books

Deep Learning Courses

Deep Learning in Life Sciences

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

Videos

Resources

Microsoft Technologies

Starter Book:

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

Refrenece Article

.NET

Books

Courses

Beginner

Advanced

Reference Articles:

SQL Server

Books

Eng. Mohamed Hammad Posts

This Repo is for posts

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