Coursera

Coursera was founded in 2012 by two Stanford Computer Science professors who wanted to share their knowledge and skills with the world. Professors Daphne Koller and Andrew Ng put their courses online for anyone to take – and taught more learners in a few months than they could have in an entire lifetime in the classroom.

Since then, we’ve built a platform where anyone, anywhere can learn and earn credentials from the world’s top universities and education providers.
Every course on Coursera is taught by top instructors from the world’s best universities and educational institutions. Courses include recorded video lectures, auto-graded and peer-reviewed assignments, and community discussion forums. When you complete a course, you’ll receive a sharable electronic Course Certificate.
If you want to master a specific career skill, consider joining a Specialization. You’ll complete a series of rigorous courses, tackle hands-on projects based on real business challenges, and earn a Specialization Certificate to share with your professional network and potential employers.

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Universal Theories (Coursera)

Apr 22nd 2024
Universal Theories (Coursera)
Course Auditing
Categories
Effort
Languages
This course introduces the notion of universality, whereby a large zoo of seemingly disparate systems can be described by the same theory. It introduces a powerful and widely applicable concept known as renormalization group which explains where this universality comes from. It introduces some paradigmatic frameworks underpinning condensed matter [...]

Approximation Algorithms and Linear Programming (Coursera)

This course continues our data structures and algorithms specialization by focussing on the use of linear and integer programming formulations for solving algorithmic problems that seek optimal solutions to problems arising from domains such as resource allocation, scheduling, task assignment, and variants of the traveling salesperson problem. [...]

Introduction to Generative AI (Coursera)

This introductory course offers a comprehensive exploration of Generative AI, including Transformers, ChatGPT for generating text, and Generative Adversarial Networks (GANs), the Diffusion Model for generating images. By the end of this course, you will gain a basic understanding of these Generative AI models, their underlying theories, and practical [...]

Robotic Path Planning and Task Execution (Coursera)

This course, which is the last and final course in the Introduction to Robotics with Webots specialization, will teach you basic approaches for planning robot trajectories and sequence their task execution. In "Robotic Path Planning and Task Execution", you will develop standard algorithms such as Breadth-First Search, Dijkstra's, A* [...]

Basic Robotic Behaviors and Odometry (Coursera)

"Basic Robotic Behaviors and Odometry" provides you with an introduction to autonomous mobile robots, including forward kinematics (“odometry”), basic sensors and actuators, and simple reactive behavior. This course is centered around exercises in the realistic, physics-based simulator, “Webots”, where you will experiment in a hands-on manner with simple reactive [...]

Logistic Regression and Prediction for Health Data (Coursera)

This course introduces learners to the analysis of binary/dichotomous outcomes. Learners will become familiar with fundamental tests for two-group comparisons and statistical inference plus prediction more broadly using logistic regression. They will understand the connection between prevalence, risk ratios, and odds ratios. By the end of this course, learners [...]

Linear Regression Modeling for Health Data (Coursera)

This course provides learners with a first look at the world of statistical modeling. It begins with a high-level overview of different philosophies on the question of 'what is a statistical model' and introduces learners to the core ideas of traditional statistical inference and reasoning. Learners will get their [...]

Phases of Matter: Solid, Liquid, Gas and Beyond (Coursera)

Apr 22nd 2024
Phases of Matter: Solid, Liquid, Gas and Beyond (Coursera)
Course Auditing
Categories
Effort
Languages
Complex systems can exhibit emergent phenomena, wherein the interplay of simple underlying rules governing the constituent parts leads to rich and unexpected behavior of the whole. Condensed matter physics is the branch of physics devoted to understanding such emergence in physical systems. It is the largest subfield of physics, [...]

Data Modeling in Power BI (Coursera)

Apr 22nd 2024
Data Modeling in Power BI (Coursera)
Course Auditing
Categories
Effort
Languages
This course forms part of the Microsoft Power BI Analyst Professional Certificate. This Professional Certificate consists of a series of courses that offers a good starting point for a career in data analysis using Microsoft Power BI.

Generative Pre-trained Transformers (GPT) (Coursera)

Apr 22nd 2024
Generative Pre-trained Transformers (GPT) (Coursera)
Course Auditing
Categories
Effort
Languages
Large language models such as GPT-3.5, which powers ChatGPT, are changing how humans interact with computers and how computers can process text. This course will introduce the fundamental ideas of natural language processing and language modelling that underpin these large language models.