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Learn Programming Languages online: university courses, full YouTube courses, and courses with free certificates, from the IITs, MIT, Harvard, Google, Microsoft and more.
The Georgia Institute of Technology
Learn about recursion, search and sort algorithms, and object-oriented programming in Python.
University of Washington
This course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. The course uses the languages ML, Racket, and Ruby as vehicles for teaching the concepts, but the real intent is to teach enough about how any language “fits together” to…
Stanford University
Learn some of the main tools used in statistical modeling and data science. We cover both traditional as well as exciting new methods, and how to use them in R. Course material updated in 2021 for second edition of the course textbook.
Stanford University
This course is one of five self-paced courses on the topic of Databases, originating as one of Stanford's three inaugural massive open online courses released in the fall of 2011. The original "Databases" courses are now all available on edx.org. This course covers underlying principles and design…
Harvard University
This course is a variant of Harvard University's introduction to computer science, CS50, designed especially for lawyers (and law students).
Dartmouth College
Start learning one of the most powerful and widely used programming languages: C.
In this webinar with Francesco from Daily.dev, we'll discuss the Rust programming language. It has been voted the most loved language on StackOverflow surveys, and more and more developers are getting curious with it. We will discuss the reasons why Rust might be your next programming language, wit…
View the complete course: http://ocw.mit.edu/6-0002F16 Instructor: John Guttag This course provides students with an understanding of the role computation can play in solving problems. Student will learn to write small programs using the Python 3.5 programming language. License: Creative Commons BY…
University of Washington
[As described below, this is Part B of a 3-part course. Participants should complete Part A first -- Part B "dives right in" and refers often to material from Part A.] This course is an introduction to the basic concepts of programming languages, with a strong emphasis on functional programming. Th…
Columbia University
Learn the fundamental of programming in Python and develop the ability to analyze data and make data-driven decisions.
In this talk, the speakers will explain why Golang is their go-to programming language, why individuals should consider adopting it as well (with its ease of learning being the first reason), and how one can harness its power to enhance their skills as a developer. 👉 Webinar link: https://wemakedev…
Harvard University
A focus on the techniques commonly used to perform statistical inference on high throughput data.
Harvard University
Learn how to use decision trees, the foundational algorithm for your understanding of machine learning and artificial intelligence.
MIT OpenCourseWare
This course introduces programming languages and techniques used by physical scientists: FORTRAN, C, C++, MATLAB®, and Mathematica. Emphasis is placed on program design, algorithm development and verification, and comparative advantages and disadvantages of different languages.
Stanford University
This course is one of five self-paced courses on the topic of Databases, originating as one of Stanford's three inaugural massive open online courses released in the fall of 2011. The original "Databases" courses are now all available on edx.org. This course is broad and practical, covering indexes…
MIT OpenCourseWare
This course analyzes issues associated with the implementation of higher-level programming languages. Topics covered include: fundamental concepts, functions, and structures of compilers, the interaction of theory and practice, and using tools in building software. The course includes a multi-perso…
University of Washington
[As described below, this is Part C of a 3-part course. Participants should complete Parts A and B first -- Part C "dives right in" and refers often to material from Part A and Part B.] This course is an introduction to the basic concepts of programming languages, with a strong emphasis on function…
Harvard University
An introduction to basic statistical concepts and R programming skills necessary for analyzing data in the life sciences.
IBM
In this course, you will learn how to analyze data in Python using multi-dimensional arrays in numpy, manipulate DataFrames in pandas, use SciPy library of mathematical routines, and perform machine learning using scikit-learn!
Stanford University
This self-paced course will discuss the major ideas used today in the implementation of programming language compilers, including lexical analysis, parsing, syntax-directed translation, abstract syntax trees, types and type checking, intermediate languages, dataflow analysis, program optimization,…
