Free Computer Programming Courses & Tutorials

These are freely available Computer Programming Courses and Tutorials, many of which offer detailed instructions, lectures, videos, notes, assignments with solutions and exams with soutions.

» The Structure and Interpretation of Computer Programs

These lecture videos and notes teach programming and how to use abstraction. Important topics covered are: building abstractions, computational processes, higher-order procedures, compound data, data abstractions, controlling interactions, generic operations, self-describing data, message passing, streams and infinite data structures, meta-linguistic abstraction, interpretation of programming languages, machine model, compilation, and embedded languages.

» Introduction to Computer Science and Programming

Aimed at students with little or no programming experience, introduces programming concepts, methods, and techniques. It aims to provide students with an understanding of the role computation can play in solving problems. It also aims to help students, regardless of their major, to feel justifiably confident of their ability to write small programs that allow them to accomplish useful goals. The class will use the Python programming language.

» JavaScript Algorithms and Data Structures

HTML and CSS

While HTML and CSS control the content and styling of a page, JavaScript is used to make it interactive. In the JavaScript Algorithm and Data Structures Certification, you’ll learn the fundamentals of JavaScript including variables, arrays, objects, loops, and functions. Once you have the fundamentals down, you’ll apply that knowledge by creating algorithms to manipulate strings, factorialize numbers, and even calculate the orbit of the International Space Station.

» Front End Development Libraries

In the Front End Development Libraries Certification, you’ll learn how to style your site quickly with Bootstrap. You’ll also learn how add logic to your CSS styles and extend them with Sass. Later, you’ll build a shopping cart and other applications to learn how to create powerful Single Page Applications (SPAs) with React and Redux.

» Data Visualization

In the Data Visualization Certification, you’ll build charts, graphs, and maps to present different types of data with the D3.js library. You’ll also learn about JSON (JavaScript Object Notation), and how to work with data online using an API (Application Programming Interface).

» Back End Development and APIs

In the Back End Development and APIs Certification, you’ll learn how to write back end apps with Node.js and npm (Node Package Manager). You’ll also build web applications with the Express framework, and build a People Finder microservice with MongoDB and the Mongoose library.

» Scientific Computing with Python

Python is one of the most popular, flexible programming languages today. You can use it for everything from basic scripting to machine learning. In the Scientific Computing with Python Certification, you’ll learn Python fundamentals like variables, loops, conditionals, and functions. Then you’ll quickly ramp up to complex data structures, networking, relational databases, and data visualization.

» Data Analysis with Python

In the Data Analysis with Python Certification, you’ll learn the fundamentals of data analysis with Python. By the end of this certification, you’ll know how to read data from sources like CSVs and SQL, and how to use libraries like Numpy, Pandas, Matplotlib, and Seaborn to process and visualize data.

» Information Security

With the Information Security Certification, you’ll build a secure web app with HelmetJS to learn the fundamentals of protecting people’s information online. You’ll also build a TCP client, and an Nmap and port scanner in Python. This will help you learn the basics of penetration testing — an important component of good information security.

» Machine Learning with Python

In the Machine Learning with Python Certification, you’ll use the TensorFlow framework to build several neural networks and explore more advanced techniques like natural language processing and reinforcement learning. You’ll also dive into neural networks, and learn the principles behind how deep, recurrent, and convolutional neural networks work.

» Coding Interview Prep

This contains hundreds of coding challenges that test your knowledge of algorithms, data structures, and mathematics. It also has a number of take-home projects you can use to strengthen your skills, or add to your portfolio.

» CSS And JavaScript Complete Course For Beginners

For those new to CSS And JavaScript, who want to learn CSS And JavaScript Fundamentals and later transition into web designing.

» Diploma in Java Programming Certification

You’ll learn how computers make decisions and how Java keeps track of information through variables and data types. You’ll learn to create conditional statements, functions, and loops to process information and solve problems. learn to use IntelliJ, a Java IDE (Integrated Development Environment) that professional developers use, to build, compile, and debug your code After you complete this course, you’ll be ready to take Object Oriented Programming in Java.

» Learn Object Oriented Programming in Java

Java is a pure object-oriented language, covering all the essential concepts of Java and object oriented programming, along with the real-time implementation, advanced concepts such as Classes, Abstraction and Polymorphism, Inheritance, Collections and Generics Frameworks. Also work on real world projects with Java.

» Front end web development Bootcamp 2021

Build a simple HTML text website, program it with JavaScript and Jquery, style pages using CSS, use any pre-built libraries in JS and jQuery and learn the latest Bootstrap 5.

» Data Visualization with Python for Beginners

In this course we’ll get into different types of plots that we can create, as well as how we can customize them. Then learn basic line and scatter plots, and then move onto creating several types of graphs. You’ll also learn how to add error bars, how to use and represent colours for intensities, how to use images in your plots, as well as how to create 3d plots.

» How Computers Work

Includes the basics of digital logical design, computer organization and architecture including assembly language, processor design, memory hierarchies and pipelining. Students examine the detailed construction of a very simple computer.

» Object-oriented Program Design and Software Engineering

The concepts of the Object-oriented paradigm using Java. The basic principles of software engineering are emphasized. We study how to design and think in an object oriented fashion. As a final project, students work in groups to develop a Gnutella distributed music-sharing client.

» Algorithms

The design of algorithms is studied, according to methodology and application. Methodologies include: divide and conquer, dynamic programming, and greedy strategies. Applications involve: sorting, ordering and searching, graph algorithms, geometric algorithms, mathematical (number theory, algebra and linear algebra) algorithms, and string matching algorithms.

» Systems

Topics on the engineering of computer software and hardware systems: techniques for controlling complexity, system infrastructure, networks and distributed systems, atomicity and coordination of parallel activities, recovery and reliability, privacy of information, impact of computer systems on society.

» Software Engineering for Web Applications

Teaches basics of designing a dynamic web site with a database back end, including scripting languages, cookies, SQL, and HTML with the goal of building such a site as the main (group) project Emphasizes computer-human interface and the graphical display of information. Crucial to the project is the identification of a client with whom the group must work with throughout the month, designing specifications, implementing them, reviewing and evaluating, and testing.

» Artificial Intelligence

An quick overview of AI from both the technical and the philosophical points of view. Topics discussed include search, A*, Knowledge Representation, Neural Nets.

» Unix Tutorial

A self-study workshop to review and/or learn a wide range of Unix tools, including shell scripts, awk, lex, yacc, grep etc. This course did not give grades.

» Database Management Systems

A more formal approach to Relational Database Management Systems, compared the way they were covered during Web Applications. Database systems are discussed from the physical layer of B-trees and file servers to the abstract layer of relational design. Also includes alternative and generic approaches to database design and database management system including relational, object-relational, and object-oriented systems, SQL standards, algebraic query languages, integrity constraints, triggers, functional dependencies, and normal forms. Other topics include tuning database transactions, security from the application perspective, and data warehousing.

» A Gentle Introduction to Programming Using Python

Learn how to program and code using the Python programming language. This course teaches how to plan, layout and organize your programs, and goes over how Python is coded and also covers its grammar.

» Introduction to Programming Using Java

This course book is directed mainly towards beginning programmers, and it is also useful for experienced programmers who want to brush up on their Java programming and software engineering skills.

» Introduction to Software Engineering in Java

This course teaches software engineering and programming in Java. It will give you an understanding of how to produce and write high quality applications that accomplish real world solutions while learning Java using utility libraries that help you become a more efficient programmer.

» Introduction to Algorithms –  teaches the usage of algorithms in programming and application development.

Learn how to do mathematical modeling of computational problems. This course teaches many common algorithms, algorithmic paradigms, and data structures used to solve these problems. It focuses on the association between algorithms and programming, and teaches performance measures and analysis techniques for the computational problems presented.

» CS50’s Introduction to Computer Science from Harvard University

An introduction to the intellectual enterprises of computer science and the art of programming.

» Scripting and Programming Foundations

This course is an introduction to programming theory, covering basic elements such as variables, data types, flow control, and design concepts. The course is language-agnostic in nature, ending in a survey of languages and introduces the distinction between interpreted and compiled languages.

» Introduction to Java Programming: Starting to code in Java

Learn to program with Java in an easy and interactive way.

» Introduction to Programming in C++ from NYU

Learn the fundamentals of programming in the C++ programming language, including iteration, decision branching, data types and expression.

» How to Code: Simple Data

Learn the secret to writing well-tested and easy to improve programs, that will set you up to master any programming language. From the University of British Columbia.

» Software Development Fundamentals

Learn the fundamentals of object-oriented programming in Java, as well as best practices of modern software development.

» Data Structures and Advanced Programming  – learn programming principals and methods via these course webcasts.

These video course lectures explain how to use and code in Java the following: fundamental dynamic data structures, including linear lists, queues, trees, and other linked structures, arrays strings, abstract data types, hash tables, and storage management. Also taught are software engineering principles and algorithms for sorting and searching.

» Linux Basics: The Command Line Interface

Learn the Linux Command Line interface and become a skilled user of this powerful operating system.

» C Programming: Using Linux Tools and Libraries

Learn how to use professional tools and libraries to write and build C programs within the Linux operating system. Receive instant feedback on your code right within your browser.

» Scripting with Python

Explore fundamental programming with hands-on activities that help you build applications using Python.

» Modularization and C++ Program Layout –  how to layout and code a program in the C++ programming language

This course discusses and covers what modular programming is all about, and reviews a C++ coding example that demonstrates control and specific task functions. You’ll also learn about the layout of C++ programs and how they are structured.

» Object Oriented Programming in C++ – learn C++ development using object-oriented programming

Apply your procedural design and programming knowledge to learn object-oriented software engineering concepts and techniques. You will learn how to use and apply the following object-oriented programming principles: abstraction, inheritance and polymorphism, decomposition, and component re-use, in the context of the C++ programming language.

» C Memory Management and C++ Object-Oriented Programming

Begin coding simple C programs, and then dive into how C memory manipulation works, and learn how to code using basic and more advanced C++ classes while using the C++ Standard Template Libraries. This course also will provide you with several technical interview tips.

» Parallel Programming for Multicore Machines Using OpenMP and MPI

This course gets you started with learning how to program with shared and distributed memory, and teaches you how to code using openMP and MPI. I will give you some great hands-on experience with parallel computing focusing on numerical type applications.

» Program Design  – an introductory course tutorial for leaning how to start computer programming.

Program Design will teach you step-by step how to properly begin programming in a language that you choose. As you complete and document your tasks, your finshed program will be less difficult to you and others to update and fix later on. This course covers three main things you will accomplish:
    * Understanding the Program
    * Using Design Tools to Create a Model
    * Develop Test Data

» Programming and Web Development Tutorial Courses from Cours-gratuit.com

Programming

Web Development