Free Online Algorithms Courses & MOOCs

Distributed Machine Learning with Apache Spark (edX)

EdX

University of California, Berkeley,BerkeleyX

Distributed Machine Learning with Apache Spark (edX)

CS: Software Engineering Statistics & Data Analysis

Embark on a journey into the world of Distributed Machine Learning with our expert-led course, designed for those eager to harness the power of Apache Spark. This course will equip you with the essential principles needed to develop robust machine learning (ML) pipelines that can scale effortlessly with your data. Dive deep into understanding how ML extracts valuable insights from vast datasets and gain practical experience using Apache Spark's powerful capabilities.

No sessions available

4 Weeks

Algorithms Machine Learning Exploratory Data Analysis

Computational Probability and Inference (edX)

EdX

MIT,MITx

Computational Probability and Inference (edX)

CS: Software Engineering Engineering

Dive into the world of Computational Probability and Inference with this comprehensive online course. Gain a deep understanding of probabilistic analysis and learn how to create computer programs that can reason with uncertainty and make informed predictions. Explore practical applications in various fields such as machine learning, data science, and artificial intelligence. Whether you're interested in improving recommendation systems or developing smarter algorithms for spam filtering and autonomous navigation, this course provides the essential tools and knowledge to succeed.

No sessions available

5-12 Weeks

Probability Algorithms Inference

Learning From Data (Introductory Machine Learning) (edX)

EdX

CaltechX,Caltech

Learning From Data (Introductory Machine Learning) (edX)

Sci: Mathematics Statistics & Data Analysis

Dive into the fascinating world of machine learning with 'Learning from Data'. This introductory course is designed for beginners who want to grasp the fundamentals of ML theory, algorithms, and their real-world applications. Whether you're new to data science or looking to deepen your understanding, this course offers a structured approach to mastering machine learning.

No sessions available

5-12 Weeks

Data Algorithms Machine Learning

EdX

Harvard University

AP® Computer Science Principles (edX)

CS: Software Engineering CS: Programming

Dive into the world of computer science with CS50 AP, Harvard University's engaging introduction to the intellectual enterprises of computing and the art of programming. This course is meticulously crafted for high school students, aligning perfectly with the College Board's new AP CS Principles curriculum framework. Whether you're a budding programmer or just curious about how computers work, this course offers an in-depth exploration into computational thinking, algorithms, data structures, and more, all while preparing you for the AP exam.

Self Paced

Self-Paced

Programming HTML Security

EdX

IIT Bombay,IITBombayX

Algorithms (edX)

CS: Software Engineering CS: Theory

Discover the power behind some of the world's most innovative technologies with our Algorithms course on edX. Designed for beginners and advanced learners alike, this course will teach you how to effectively structure and utilize algorithms to tackle real-life challenges. Whether you're aiming to land a job at a leading tech company or simply want to improve your problem-solving skills, this course provides the essential knowledge needed to excel in algorithmic thinking.

This course is archived

5-12 Weeks

Algorithms Data Structures Algorithmic Thinking

Se former pour l’ICN Informatique et Création Numérique (FUN)

FUN

INRIA

Se former pour l’ICN Informatique et Création Numérique (FUN)

Education CS: Information & Technology

Plongez dans le monde fascinant de l'informatique et de la création numérique avec notre formation en ligne. Ce MOOC est conçu spécialement pour initier les enseignants de l'option ICN au Lycée, mais aussi pour toute personne intéressée par ces sujets. Découvrez comment apprendre à maîtriser les outils et compétences nécessaires pour créer du contenu numérique.

No sessions available

2 Weeks

Programming Digital Informatics

AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures (edX)

EdX

Purdue University,PurdueX

AP Computer Science A: Java Programming Polymorphism and Advanced Data Structures (edX)

Education CS: Programming

Dive into the world of advanced object-oriented programming with our comprehensive AP Computer Science A course. Designed for beginners and seasoned programmers alike, this course offers in-depth exploration of Java's most sophisticated concepts including polymorphism, abstract classes, and more. Perfect for those preparing for an AP Computer Science exam or looking to enhance their coding skills.

This course is archived

5-12 Weeks

Algorithms Object-Oriented Data Structures

EdX

University of Pennsylvania,PennX

Algorithm Design and Analysis (edX)

CS: Software Engineering Engineering

Dive deep into the fundamentals of computer science with our Algorithm Design and Analysis course on edX. Learn essential skills in algorithmic thinking and computational problem-solving to tackle complex challenges effectively. Whether you're interested in optimizing text files or finding shortest paths in a map, this course covers it all.

Self Paced

Self-Paced

Algorithms Graphs Algorithmic Thinking

Introduction to Genomic Data Science (edX)

EdX

University of California, San Diego,UC San DiegoX

Introduction to Genomic Data Science (edX)

Sci: Biology & Life Sciences Data Science

Dive into the fascinating world of genomic data science with this introductory course. Explore DNA replication, understand where DNA begins to replicate in bacteria, and learn straightforward algorithms for analyzing genetic information. Perfect for beginners eager to decode the language of life.

No sessions available

4 Weeks

Algorithms Bioinformatics Genome