Your Ultimate Resource for Data and AI

Liberty Vittert's illustrated primer on 50 data science ideas and uses, from regression and sampling bias to dating apps, each in a short entry.

Data Science for All

Davis and Glanz's beginner textbook covering data wrangling, visualization, EDA, inference and machine learning, with ethics in each chapter.

Data Science MBA

Alex Coad's Springer textbook linking data science to strategy: digital transformation, big data, regression, CART, text data and ethics in R.

R

Analytics the Right Way

Tim Wilson and Joe Sutherland's guide for leaders on using data for decisions: KPIs with targets, testable hypotheses and the right evidence.

Business Intelligence, Analytics, Data Science, and AI (5th Edition)

Sharda, Delen and Turban's managerial textbook covering BI, descriptive, predictive and prescriptive analytics, AI tools, and the ethics of analytics.

Machine Learning for Business Analytics (Python), 2nd Edition

A Python textbook by Shmueli, Bruce, Gedeck and Patel on machine learning for business, from prediction to text mining and generative AI.

DeepSeek

DeepSeek's AI assistant and low-cost LLM API with Flash and Pro models, 1M-token context, tool calls and OpenAI- and Anthropic-compatible endpoints.

PostHog

PostHog's all-in-one product platform with analytics, session replay, feature flags, experiments and a data warehouse, with free monthly allowances.

SQL

Databricks

Databricks' unified data and AI platform built on Apache Spark, covering lakehouse storage, SQL analytics, pipelines, ML and a free learning edition.

Apache Spark SQL

Google Cloud (GCP)

Google's cloud platform for data and AI work, including BigQuery, Cloud Storage and Vertex AI, with a $300 trial credit and an always-free usage tier.

BigQuery Google Cloud

MongoDB Atlas

MongoDB's fully managed cloud document database on AWS, Azure and Google Cloud, with built-in search, vector search and a free-forever cluster.

Confluent Cloud

Confluent's fully managed, serverless Apache Kafka service with Flink stream processing, managed connectors and governance on AWS, Azure and GCP.

Mixpanel

Mixpanel's event-based product analytics with funnels, retention, session replay, experiments and feature flags, free for up to 1M events a month.

Amplitude

Data Science Bootcamps & Certificates

Amplitude's product analytics platform with session replay, experiments, guides and AI agents, free for 2M events a month with unlimited seats.

Data Science Professional Certificate

Study data science in R through nine HarvardX courses, covering statistics, visualization, machine learning, and a final capstone project.

R

Draft, Analyze, and Present with Microsoft Copilot (MS-4018)

AI for Business & Productivity

Learn to use Microsoft Copilot across Word, Excel, PowerPoint, Teams, and Outlook, with practical guidance on prompting and data protection.

Excel Microsoft Copilot

Generative AI for Everyone (DeepLearning.AI)

AI for Business & Productivity

Explore generative AI with Andrew Ng, covering practical prompting, AI project decisions, workplace applications, and responsible use.

Data Science Lab (WorldQuant)

Data Science Bootcamps & Certificates

A free, self-paced, project-based lab from WorldQuant University for learners with beginner Python and basic statistics who want applied practice.

Business Intelligence & Reporting

Skillshare Premium Membership

All-Access Subscriptions

Skillshare offers creative and AI-related classes through one membership, suited to exploring practical skills across multiple subjects.

LinkedIn Learning Subscription

All-Access Subscriptions

A subscription unlocking LinkedIn Learning's full library of professional courses, including data, BI and AI topics, with a clear.

Free Data Analytics and Data Integration Training with Qlik

Build your first Qlik app with free analytics and data integration training, plus learning resources for Qlik Sense and broader data literacy.

Qlik Sense

Professional Certificate Program in Machine Learning & Artificial Intelligence

AI Bootcamps & Certificates

Build an MIT machine learning and AI certificate through two core courses and selected electives, with at least 16 qualifying study days.

Optimization & Decision Modeling

Operations Research (2): Optimization Algorithms (National Taiwan University)

Study simplex, branch-and-bound, gradient descent, and Newton’s method, with Python, Gurobi, and a facility-location business case study.

Optimization & Decision Modeling

Operations Research (1): Models and Applications (National Taiwan University)

Learn linear, integer, and nonlinear optimization with Excel, then explore a staffing case in this introductory operations research course.

Excel

Business: Data, Insights and Analytics MicroMasters Program

Business Analytics Bootcamps & Certificates

Build business analytics skills with Python, SQL, Tableau, and AWS through a three-course MicroMasters from the University of Wisconsin-Madison.

AWS Python SQL

Advanced Business Analytics: Excel Optimization & Simulation (Johns Hopkins)

Optimization & Decision Modeling

Build Excel models that optimize decisions with Solver, test sensitivity, and simulate uncertainty, in a one-week course from Johns Hopkins.

Excel

Lean Six Sigma Green Belt Online Course with Python

Operations & Supply Chain Analytics

Learn Green Belt Lean Six Sigma methods and run the statistical analysis in Python, with no coding background needed, in about 17 hours of video.