Programming & Software Development – Browse Learning Resources

MIT OCW

free course

Introduction to CS and Programming using Python

Dr. Ana Bell

This subject is aimed at students with little to no programming experience. It aims to provide students with an...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Mathematics for Computer Science

Prof. Erik Demaine

This course covers elementary discrete mathematics for science and engineering, with a focus on mathematical tools...

Mathematics Engineering Computer Science

intermediate

MIT OCW

free course

Networks

Prof. Alexander Wolitzky

Networks are ubiquitous in our modern society. The World Wide Web that links us to the rest of the world is the most...

Economics Computer Science Engineering

intermediate

MIT OCW

free course

Effective Programming in C and C++

Andre Kessler

This course is a fast-paced introduction to the C and C++ programming languages, with an emphasis on good...

Computer Science Data Science, Analytics & Computer Technology Engineering

intermediate

MIT OCW

free course

Introduction to Computer Science and Programming in Python

Dr. Ana Bell

6.0001 Introduction to Computer Science and Programming in Python is intended for students with little or no...

Computer Science Programming & Coding Engineering

intermediate

MIT OCW

free course

Introduction to Algorithms

Prof. Erik Demaine

This course is an introduction to mathematical modeling of computational problems, as well as common algorithms,...

Mathematics Computer Science Engineering

intermediate

MIT OCW

free course

A Gentle Introduction to Programming Using Python

Sarina Canelake

This course will provide a gentle, yet intense, introduction to programming using Python for highly motivated...

Engineering Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free course

Practical Programming in C

Daniel Weller

This course provides a thorough introduction to the C programming language, the workhorse of the UNIX operating...

Programming & Coding Software Design and Engineering Computer Science

intermediate

MIT OCW

free course

Introduction to Computational Thinking

Prof. Alan Edelman

This is an introductory course on computational thinking. We use the Julia programming language to approach...

Mathematics Climate Science Computer Science

intermediate

MIT OCW

free course

Computational Methods of Scientific Programming

Prof. Thomas Herring

This introductory course exposes students to modern programming methods and techniques used in practice by physical...

Computer Science Engineering Systems Engineering

intermediate

MIT OCW

free course

Computer Graphics

Prof. Wojciech Matusik

This course provides introduction to computer graphics algorithms, software and hardware. Topics include: ray...

Computer Science Visualization Engineering

intermediate

MIT OCW

free course

Computer System Engineering

Dr. Katrina LaCurts

This class covers topics on the engineering of computer software and hardware systems. Topics include techniques for...

Computer Science Engineering Software Design and Engineering

intermediate

MIT OCW

free course

Introduction to Computers and Engineering Problem Solving

Dr. George Kocur

This course presents the fundamentals of object-oriented software design and development, computational methods and...

Engineering Systems Engineering Computer Science

intermediate

MIT OCW

free course

Introduction to C and C++

Tom Lieber

This course provides a fast-paced introduction to the C and C++ programming languages. You will learn the required...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Computer Systems Security

Prof. Nickolai Zeldovich

This course covers design and implementation of secure computer systems. The lectures cover attacks that compromise...

Engineering Software Design and Engineering Computer Science

intermediate

MIT OCW

free course

Introduction to Programming in Java

Evan Jones

This course is an introduction to software engineering, using the Java™ programming language. It covers concepts...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Introduction to C++

Jesse Dunietz

This is a fast-paced introductory course to the C++ programming language. It is intended for those with little...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Design and Analysis of Algorithms

Prof. Erik Demaine

This is an intermediate algorithms course with an emphasis on teaching techniques for the design and analysis of...

Engineering Algorithms and Data Structures Networks and Security

intermediate

MIT OCW

free course

Performance Engineering of Software Systems

Prof. Charles Leiserson

6.172 is an 18-unit class that provides a hands-on, project-based introduction to building scalable and...

Engineering Systems Engineering Computer Science

intermediate

MIT OCW

free course

Numerical Computation for Mechanical Engineers

Prof. Anthony T. Patera

This class introduces elementary programming concepts including variable types, data structures, and flow control....

Mathematics Engineering Computer Science

intermediate

MIT OCW

free course

Software Construction

Prof. Robert Miller

6.005 Software Construction introduces fundamental principles and techniques of software development, i.e., how to...

Computer Science Engineering Software Design and Engineering

intermediate

MIT OCW

free course

Introduction to Computer Science and Programming

Prof. John Guttag

6.00SC Intro to CS and Programming has been retired from OCW. You can access the archived course on DSpace –...

Computer Science Engineering Data Science, Analytics & Computer Technology

intermediate

MIT OCW

free course

Computation Structures

Prof. Steve Ward

6.004 offers an introduction to the engineering of digital systems. Starting with MOS transistors, the course...

Electrical Engineering Mathematics Computer Science

intermediate

MIT OCW

free course

Introduction to Algorithms (SMA 5503)

Prof. Charles Leiserson

This course teaches techniques for the design and analysis of efficient algorithms, emphasizing methods useful in...

Engineering Algorithms and Data Structures Computer Science

intermediate

MIT OCW

free course

Introduction to EECS II: Digital Communication Systems

Prof. Hari Balakrishnan

An introduction to several fundamental ideas in electrical engineering and computer science, using digital...

Engineering Electrical Engineering Computer Science

intermediate

MIT OCW

free course

Introductory Digital Systems Laboratory

Prof. Anantha Chandrakasan

6.111 is reputed to be one of the most demanding classes at MIT, exhausting many students’ time and creativity. The...

Electrical Engineering Computer Science Software Design and Engineering

intermediate

MIT OCW

free course

Introduction to MATLAB

Yossi Farjoun

This course was offered as a non-credit program during the Independent Activities Period (IAP), January 2008. A more...

Programming & Coding Mathematics Systems Engineering

intermediate

MIT OCW

free course

Introduction to Computational Thinking with Julia, with Applications to Modeling the COVID-19 Pandemic

Prof. Alan Edelman

This half-semester course introduces computational thinking through applications of data science, artificial...

Mathematics Computer Science Engineering

intermediate

MIT OCW

free course

Principles of Computer System Design: An Introduction

Jerome H. Saltzer

Principles of Computer System Design: An Introduction is published in two parts. Part I, containing chapters 1-6, is...

Systems Engineering Computer Science Systems Thinking

intermediate

MIT OCW

free course

Introduction to Numerical Analysis for Engineering (13.002J)

Prof. Henrik Schmidt

This course is offered to undergraduates and introduces students to the formulation, methodology, and techniques for...

Mathematics Computer Science Engineering

intermediate

MIT OCW

free course

Introduction to Numerical Analysis

Prof. Alar Toomre

This course analyzed the basic techniques for the efficient numerical solution of problems in science and...

Engineering Mathematics Systems Engineering

intermediate

MIT OCW

free course

Introduction to C Memory Management and C++ Object-Oriented Programming

Eunsuk Kang

Ever hang your head in shame after your Python program wasn’t as fast as your friend’s C program? Ever wish you...

Engineering Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free course

Software Studio

Prof. Daniel Jackson

This course on software engineering covers design and implementation of medium-scale software systems, using web...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Building Programming Experience: A Lead-In to 6.001

Benjamin Vandiver

This course will serve as a two-week aggressively gentle introduction to programming for those students who lack...

Engineering Programming & Coding Software Design and Engineering

intermediate

MIT OCW

free course

Automata, Computability, and Complexity

Prof. Scott Aaronson

This course provides a challenging introduction to some of the central ideas of theoretical computer science....

Mathematics Computer Science Engineering

intermediate

MIT OCW

free course

Algorithms for Computational Biology

Prof. Manolis Kellis

This course is offered to undergraduates and addresses several algorithmic challenges in computational biology. The...

Biological Engineering Computer Science Algorithms and Data Structures

intermediate

MIT OCW

free course

Elements of Software Construction

Prof. Daniel Jackson

This course provides an introduction to the fundamental principles and techniques of software development that have...

Computer Science Engineering Programming & Coding

intermediate

MIT OCW

free course

Quantifying Uncertainty

Dr. Sai Ravela

The ability to quantify the uncertainty in our models of nature is fundamental to many inference problems in Science...

Systems Thinking Algorithms and Data Structures Mathematics

intermediate

MIT OCW

free course

Combinatorial Optimization

Prof. Santosh Vempala

Combinatorial Optimization provides a thorough treatment of linear programming and combinatorial optimization....

Systems Thinking Algorithms and Data Structures Mathematics

intermediate

MIT OCW

free course

Computer Language Engineering (SMA 5502)

Prof. Martin Rinard

6.035 is a course within the department’s “Computer Systems and Architecture” concentration. This course analyzes...

Computer Science Engineering Programming & Coding

intermediate

MS Learn

free tutorial

Create a unified customer profile in Dynamics 365 Customer Insights - Data

Learn about creating a unified customer profile in Customer Insights - Data.

Dynamics 365 Customer Insights Data

intermediate

MS Learn

free course

Working with Connected Field Service for Dynamics 365 and Azure IoT

This learning path introduces you to connected Field Service and Azure IoT. Included in this learning path is...

Dynamics 365 Dynamics Field Service Azure

intermediate

MS Learn

free course

Monitor and optimize operational resources in Azure SQL

Azure

intermediate

MS Learn

free course

Optimize query performance in Azure SQL

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Explore performance-based database design

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Convert Oracle schemas to Azure Database for PostgreSQL by using AI

Learn how to use the AI-powered Oracle to Azure Database for PostgreSQL schema conversion feature in the Visual...

Azure Database Postgresql

intermediate

MS Learn

free tutorial

Evaluate performance improvements

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Explore query performance optimization

Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Configure SQL Server resources for optimal performance

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Configure databases for optimal performance

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Describe performance monitoring

Azure Azure Sql Database Sql Server

intermediate

COU

Coursera

audit free course

Core Service Administration

This course provides a comprehensive foundation for the essential tasks every Microsoft 365 administrator must...

intermediate

MS Learn

free course

Architect API integration in Azure

Learn how to architect API integration in Azure, and provide secure, scalable API access for your applications.

Azure Azure Api Management

intermediate

MS Learn

free course

Implement a secure environment for a database service

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free course

Plan and implement data platform resources

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Evaluate strategies for migrating to Azure SQL

Azure Azure Sql Database Azure Sql Managed Instance

intermediate

MS Learn

free tutorial

Configure database authentication and authorization

Azure

intermediate

MS Learn

free tutorial

Implement compliance controls for sensitive data

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free tutorial

Protect data in-transit and at rest

Azure Azure Sql Database Sql Server

intermediate

MS Learn

free course

Architect a data platform in Azure

Learn how to architect a data platform in Azure and build solutions to store relational and NoSQL data.

Azure Azure Sql Database Azure Synapse Analytics

intermediate

MS Learn

free tutorial

Ingest DICOM data into healthcare data solutions in Microsoft Fabric

Learn about the DICOM transformation capability in healthcare data solutions in Microsoft Fabric.

Industry Solutions Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot (physicians) learn to train summary

Learn how to train clinicians on Microsoft Dragon Copilot. Use a practical trainer checklist and curated support...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Welcome to Dragon Copilot (nurses) learn to train

This module prepares you to understand your role, assess readiness, and build the foundation needed to support the...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot (physicians) how to train basics

Learn how to train Dragon Copilot (physicians) basics. Explore navigation, ambient recording, dictation, library...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Deploy and analyze using care management analytics

Care management analytics in healthcare data solutions provides a comprehensive analytical platform essential for...

Mscloud Healthcare Industry Solutions

intermediate

MS Learn

free tutorial

Coach and support advanced use of Dragon Copilot (nurses)

Learn how nurse champions coach peers to use advanced Dragon Copilot features safely, reinforce clinical judgment,...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Understand the nurse champion role for Dragon Copilot

Prepare nurse champions to understand their role, build foundational skills in Dragon Copilot (nurses), and support...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Gain insights using Dynamics 365 Customer Insights - Data Preparation

Learn how to gain insights using Dynamics 365 Customer Insights - Data Preparation

Industry Solutions Mscloud Healthcare

intermediate

MS Learn

free tutorial

Support adoption of Dragon Copilot (nurses) as a nurse champion

Apply nurse champion strategies to support adoption, coach behavior change, and confidently address questions and...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot (nurses) troubleshooting

Learn how to diagnose common Dragon Copilot (nurses) issues, coach nurses through safe corrective actions, and...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot (nurses)- Train and coach advanced functionalities

Learn how to explain and coach advanced Dragon Copilot capabilities using the web/desktop/mobile app.

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Leverage quality reporting tools in PowerScribe One

Learn to leverage quality reporting tools and features in PowerScribe One to enhance radiology reporting workflows...

Industry Solutions Mscloud Healthcare

intermediate

MS Learn

free tutorial

Troubleshoot and support peers using Dragon Copilot (nurses)

Learn how to support nursing staff in troubleshooting common Dragon Copilot issues, guide safe next steps, and...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Model and coach core workflows using Dragon Copilot (nurses)

Learn how to guide nursing staff through key workflows, including first recordings, review, and transcript use, to...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Deploy and use CMS Claims data transformations

With CMS Claims data transformations, you can ingest, store, and analyze claims data in Centers for Medicare &...

Industry Solutions Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot - nurse leaders essentials

Discover essential skills for nurse leaders to drive Dragon Copilot rollout, from AI concepts to overcoming...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot (physicians) troubleshooting

Learn how to support clinicians by identifying Dragon Copilot problems, guiding resolution, and reinforcing...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Build a model-driven app by using virtual health data tables

Learn about integration and interoperability solutions in Microsoft Cloud for Healthcare.

Industry Solutions Mscloud Healthcare

intermediate

MS Learn

free tutorial

Enable patients to access the Patient Access portal

Set up and navigate the Patient Access portal for easy patient data access and appointment scheduling in Microsoft...

Mscloud Healthcare Industry Solutions

intermediate

MS Learn

free tutorial

Dragon Copilot (physicians) how to train enhanced skills

Learn how to train Dragon Copilot (physicians) enhanced skills, including vocabulary, texts, workflows, prompts, and...

Mscloud Healthcare

intermediate

MS Learn

free tutorial

Dragon Copilot (nurses) learn to train summary

Discover what makes a successful Dragon trainer for nurses, evaluate your readiness, and explore resources to...

Mscloud Healthcare

intermediate

COU

Coursera

audit free course

Application and DevSecOps

In this advanced-level course, you will learn to embed security directly into the software development lifecycle,...

intermediate

COU

Coursera

audit free course

Ethical Hacking, Pentesting & Bug Bounty Hunting v2

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

audit free course

Troubleshooting, Mobile Devices & Professional Practices

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

audit free course

Build a Dynamic File Transfer App with WebRTC

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

audit free course

Gateway API with NGINX Fabric Gateway

Replace legacy Ingress with modern, production-ready traffic management using NGINX Gateway Fabric. Kubernetes...

intermediate

COU

Coursera

audit free course

Mastering React: From Fundamentals to Real Projects

This course teaches you React from the ground up — starting with the core concepts and building up to a real working...

intermediate

COU

Coursera

audit free course

Fabric Foundations

Begin your Microsoft Fabric journey with this hands-on foundations course designed to build platform confidence...

intermediate

COU

Coursera

audit free course

Building Interactive Applications with Angular

Building modern web apps necessitates more than the Angular fundamentals. Most often, developers face challenges...

intermediate

COU

Coursera

audit free course

AI-Assisted Code Modernization

Launch into application modernization — one of enterprise software's most in-demand specialties — with a...

intermediate

COU

Coursera

audit free course

Securing and Testing Node.js Applications

This course helps learners transform working Node.js APIs into secure, maintainable, and production-ready backend...

intermediate

COU

Coursera

audit free course

Automation, Scripting & Troubleshooting

This course brings together automation, advanced scripting, and systematic troubleshooting, the skills that take a...

intermediate

COU

Coursera

audit free course

Build a CRM with Spreadsheet Automation

Build a complete CRM system with spreadsheet automation and VBA to manage customers, leads, dashboards, and...

intermediate

COU

Coursera

audit free course

Workflow Automation with n8n: Logic, Data & Error Handling

Every professional has tasks that eat time and deliver zero value. Most of those tasks can be automated. This course...

intermediate

COU

Coursera

audit free course

Infrastructure Automation (IaC) - Hands-On

Complete your transformation into a DevOps professional by mastering the philosophy of "Everything as Code." This...

intermediate

COU

Coursera

audit free course

Source Control & CI/CD - Hands-On

In the modern software landscape, manual deployment is considered a failure. This course focuses on building the...

intermediate

COU

Coursera

audit free course

Manage SFMS PKI & Resilience

India's SFMS infrastructure underpins RTGS, NEFT, and CFMS payment systems operating 24×365, with IDRBT CA having...

intermediate

COU

Coursera

audit free course

Master Dialogflow CX Agents

Conversational AI has transformed customer engagement, with 45% of support queries now resolved automatically by...

intermediate

COU

Coursera

audit free course

Infrastructure Automation with Ansible

This course builds a strong foundation in infrastructure automation using Ansible, equipping you with the skills to...

intermediate

COU

Coursera

audit free course

Introduction to Cyber Threats and Digital Hygiene Risk

This course is designed for professionals without a technical background who manage people, data, or business...

intermediate

COU

Coursera

audit free course

Access Control and Survillence System

This course introduces the fundamentals of Electronic Low Voltage (ELV) systems with a focus on surveillance and...

intermediate

COU

Coursera

audit free course

Master CSS: Responsive Websites with Flexbox, Grid & SCSS

You learned basic CSS. Then came the tough part. Broken layouts, confusing positioning, & designs that fail on...

intermediate

COU

Coursera

audit free course

Essential Guide to Multiplayer Games with Godot 4.0

This course is your ultimate guide to mastering multiplayer game development using Godot 4.0. Learn how to harness...

intermediate

COU

Coursera

audit free course

Modern API Automation, From Postman to AI-Driven Pipelines

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

audit free course

Observability with Grafana - From Data to Dashboards

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

audit free course

Rust From Zero

Learn Rust from the ground up — the systems language that gives you C-level speed without the footguns and...

intermediate

COU

Coursera

audit free course

Infraestructura de IA: opciones de almacenamiento

En este curso, realizarás un recorrido completo por las soluciones de almacenamiento disponibles en Google Cloud,...

intermediate

COU

Coursera

audit free course

Introduction to Adobe Experience Manager

By completing this course, you’ll gain a clear, high‑level understanding of Adobe Experience Manager (AEM) and how...

intermediate

COU

Coursera

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CompTIA Tech+

Learning Outcomes By the end of this course, learners will be able to identify and explain core computing concepts,...

intermediate

COU

Coursera

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Amazon DynamoDB - The Definitive Guide

This course provides an in-depth exploration of Amazon DynamoDB, a powerful NoSQL database service that enables...

intermediate

COU

Coursera

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Database Deployment and Maintenance Essentials

This course provides a comprehensive foundation in database management, focusing on essential concepts, automation,...

intermediate

COU

Coursera

audit free course

Intermediate Data Structures & Algorithmic Patterns

This course features Coursera Coach! A smarter way to learn with interactive, real-time conversations that help you...

intermediate

COU

Coursera

audit free course

Script Sprint Duplication

Ready to transform your project management from reactive to proactive? This Short Course was created to help project...

intermediate

COU

Coursera

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GKE でのスケーラブルなワークロードの管理

Google Kubernetes Engine を使用して、アプリケーションを大規模にモダナイズ、管理、モニタリングする方法を学びます。このコースでは、講義とハンズオンラボを通じて、Google Kubernetes...

intermediate

COU

Coursera

audit free course

Gérer des charges de travail évolutives dans GKE

Ce cours explique comment moderniser, gérer et observer des applications à grande échelle à l'aide de Google...

intermediate

COU

Coursera

audit free course

Administra cargas de trabajo escalables en GKE

Descubre cómo modernizar, administrar y observar aplicaciones a gran escala con Google Kubernetes Engine. En este...

intermediate

COU

Coursera

audit free course

Introduction to Android Automotive for Infotainment Systems

Android Automotive OS is transforming how millions interact with their vehicles daily, with major automakers like...

intermediate

COU

Coursera

audit free course

Node.js E-Commerce Backend with Stripe Payments

Ready to create e-commerce backends that drive success? The e-commerce world is booming, and developers like you...

intermediate

COU

Coursera

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Building Real-World Backend Systems with Node.js

Ready to build powerful backend applications with Node.js? Mastering backend development begins with...

intermediate

COU

Coursera

audit free course

Node.js & Express.js Foundations

Ready to master backend development? Building scalable, high-performance web applications starts with mastering...

intermediate