Data Science

Sort options

Machine Learning Fundamentals (edX)

Understand machine learning’s role in data-driven modeling, prediction, and decision-making. Do you want to build systems that learn from experience? Or exploit data to create simple predictive models of the world?

Python Power Up: Coding Foundations for Data Wizards (edX)

Self Paced
Python Power Up: Coding Foundations for Data Wizards (edX)
Course Auditing
Categories
Effort
Languages
Begin your data science adventure by mastering Python programming fundamentals, data structures, and basic algorithms. Learn in an interactive environment with hands-on exercises.

Data Analysis: Statistical Modeling and Computation in Applications (edX)

May 13th 2024
Data Analysis: Statistical Modeling and Computation in Applications (edX)
Course Auditing
Categories
Effort
Languages
A hands-on introduction to the interplay between statistics and computation for the analysis of real data. -- Part of the MITx MicroMasters program in Statistics and Data Science. Data science requires multi-disciplinary skills ranging from mathematics, statistics, machine learning, problem solving to programming, visualization, and communication skills. In this [...]

Data Science Companion (Coursera)

May 10th 2024
Data Science Companion (Coursera)
Course Auditing
Categories
Effort
Languages
The Data Science Companion provides an introduction to data science. You will gain a quick background in data science and core machine learning concepts, such as regression and classification. You’ll be introduced to the practical knowledge of data processing and visualization using low-code solutions, as well as an overview [...]

Introduction to Machine Learning (Coursera)

This course will provide you a foundational understanding of machine learning models (logistic regression, multilayer perceptrons, convolutional neural networks, natural language processing, etc.) as well as demonstrate how these models can solve complex problems in a variety of industries, from medical diagnostics to image recognition to text prediction. [...]

Python Project for Data Science (Coursera)

May 9th 2024
Python Project for Data Science (Coursera)
Course Auditing
Categories
Effort
Languages
This mini-course is intended to for you to demonstrate foundational Python skills for working with data. The completion of this course involves working on a hands-on project where you will develop a simple dashboard using Python. This course is part of the IBM Data Science Professional Certificate and the [...]

The Structured Query Language (SQL) (Coursera)

May 7th 2024
The Structured Query Language (SQL) (Coursera)
Course Auditing
Categories
Effort
Languages
In this course you will learn all about the Structured Query Language ("SQL".) We will review the origins of the language and its conceptual foundations. But primarily, we will focus on learning all the standard SQL commands, their syntax, and how to use these commands to conduct [...]

Power BI for Data Science and Analytics (Coursera)

Welcome to the Power BI for Data Science and Analytics Course. This course helps learners become proficient in utilizing the Power BI tool for data analytics. Leverage important Power BI features to extract more valuable insights from data and visuals. Centralize your data with the help of dataflows [...]

Avoiding AI Harm (Coursera)

May 6th 2024
Avoiding AI Harm (Coursera)
Course Auditing
Categories
Effort
Languages
This course is designed for those in roles with decision making power, to help them understand major topics to consider for using and developing Artificial Intelligence (AI) responsibly, including popular Generative AI tools like ChatGPT and others. It covers real-world examples of situations where AI was used in variety [...]

Developing AI Policy (Coursera)

May 6th 2024
Developing AI Policy (Coursera)
Course Auditing
Categories
Effort
Languages
AI tools are already changing how we work, and they will continue to do so for years. Over the next few years, we’re likely going to see AI used in ways we’ve never imagined and are not anticipating. This course will guide you as you lead your organization to [...]