Scratch Courses and Certifications

FAST CLASS: Design Surface Patterns From Scratch

FAST CLASS: Design Surface Patterns From Scratch with Bonnie Christine

• CreativeLive
• 3 hours 12 minutes
• On-Demand
• Paid Course

Microcredential

Neural Networks from Scratch using Python and Numpy

Master neural network fundamentals by building from scratch with Python and NumPy, covering neurons, backpropagation, and real-world applications.

• CodeSignal
• 10 hours
• On-Demand
• Free Certificate
• 4 courses

Computational Thinking & Scratch - Intro to Computer Science - Harvard's CS50 (2018)

Explore computational thinking and Scratch programming in Harvard's CS50 intro. Learn binary, ASCII, RGB, algorithms, and create interactive projects using Scratch's graphical interface.

• freeCodeCamp
• 1-2 hours
• On-Demand
• Free Video

Microcredential

Implementing AI Algorithms from Scratch in C++ (Part 2)

Master ensemble methods, unsupervised learning, clustering, and neural networks by implementing AI algorithms from scratch in C++ using mlpack for hands-on expertise.

• CodeSignal
• 8 hours
• On-Demand
• Free Certificate
• 3 courses

Microcredential

Implementing AI Algorithms from Scratch in C++ (Part 1)

Master machine learning fundamentals by building regression, classification, and optimization algorithms from scratch in C++ without high-level libraries.

• CodeSignal
• 13 hours
• On-Demand
• Free Certificate
• 3 courses

Microcredential

Build a Neural Network from Scratch in Javascript

Master neural network fundamentals by coding from scratch in JavaScript, covering neurons, backpropagation, and real-world ML applications without relying on black boxes.

• CodeSignal
• 10 hours
• On-Demand
• Free Certificate
• 4 courses

Build a Django App from Scratch with Codex

Master Django development by building complete applications from scratch, including APIs, interactive UIs, dice notation parsing, validation, and testing with Codex assistance.

• CodeSignal
• 1 hour
• On-Demand
• Free Certificate

Gradient Descent: Building Optimization Algorithms from Scratch

Master optimization algorithms by implementing SGD, Mini-Batch GD, Momentum, RMSProp, and Adam from scratch in C++ without relying on high-level libraries for deep understanding.

• CodeSignal
• 4 hours
• On-Demand
• Free Certificate

JAX in Action: Neural Networks from Scratch

Master neural network fundamentals by building an MLP from scratch using JAX, tackling XOR classification with parameter management, forward propagation, and manual training loops.

• CodeSignal
• 2 hours
• On-Demand
• Free Certificate

Build ASP.NET Core Web API - Scratch To Finish (.NET8 API)

9916 ratings at Udemy

Use C# and Build an ASP.NET Core Web API with Entity Framework Core, SQL Server, Authentication, Authorization | .NET8

• Udemy
• 18 hours 3 minutes
• On-Demand
• Paid Course

MS SQL Server: Learn MS SQL Server from Scratch

9854 ratings at Udemy

This MS SQL server course teaches how to create database with MS SQL query, to manage SQL database ( MS SQL server )

• Udemy
• 5 hours 32 minutes
• On-Demand
• Paid Course

Build a Dropshipping Empire From Scratch [Proven Blueprint]

9307 ratings at Udemy

Starting with just a Few Dollars Create Your Own Successful Drop Ship Business by Following the Step-by-Step System

• Udemy
• 6 hours 45 minutes
• On-Demand
• Paid Course

NGINX Fundamentals: High Performance Servers from Scratch

9228 ratings at Udemy

Learn to install & configure an NGINX web server from scratch.

• Udemy
• 3 hours 56 minutes
• On-Demand
• Paid Course

Autosar Architecture (Learn from Scratch with Demo)

9163 ratings at Udemy

Lets learn Classic Autosar Architecture from scratch and experience how to write an Autosar software with live example

• Udemy
• 4 hours 43 minutes
• On-Demand
• Paid Course

Learn Angular 4 from Scratch

8256 ratings at Udemy

Go from zero to hero with this free Angular 4 course!

• Udemy
• 1 hour 20 minutes
• On-Demand
• Free Online Course