Data Science Dojo Courses

Data Wrangling Using SQL - Data Cleaning in SQL

Prepare datasets for analysis with SQL by querying, joining, appending, filtering, and creating new fields.

• YouTube
• 1 hour 5 minutes
• Self-Paced
• Free Video

The Power of Effective Data Storytelling - Basics for Data Analysis

Learn how purpose, audience, data visualizations, and narrative can make data analysis findings clearer and more influential in business decisions.

• YouTube
• 47 minutes
• Self-Paced
• Free Video

Effective Data Storytelling - What Does Your Data Tell You - Storytelling with Data

Explore how organizational data can reveal insights and support evidence-informed decisions through effective data storytelling.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Hands-on Introduction to Interpreting Machine Learning Models

Explore how feature importance, feature summaries, and local explanations make machine learning decisions understandable and increase trust in AI products.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Deploying Machine Learning Models with Flask and Docker

Learn to take a trained model from a Jupyter Notebook into production as a web service.

• YouTube
• 1 hour 13 minutes
• Self-Paced
• Free Video

Quantum Generative Machine Learning Explained - Quantum Leap in the Generation of Computing

An introduction to the Quantum Circuit Born Machine, showing how quantum circuits can generate data and how their foundations differ from classical machine learning.

• YouTube
• 58 minutes
• Self-Paced
• Free Video

The Ultimate Guide to Working Effectively with Data - Read, Write, Think Data

A tool-agnostic framework for working effectively with data, centered on the processes and literacy that matter beyond choosing tools.

• YouTube
• 1 hour 3 minutes
• Self-Paced
• Free Video

A Friendly Introduction to Codeless Deep Learning with KNIME Analytics Platform

Explore how neural networks learn, then build a simple classifier with KNIME’s codeless Keras integration and examine CNNs for computer vision.

• YouTube
• 1 hour 7 minutes
• Self-Paced
• Free Video

Time Series Analysis with the KNIME Analytics Platform - Preprocessing, Alignment, Imputation

Build a demand prediction application, moving from (S)ARIMA models to machine learning models using codeless time series workflows.

• YouTube
• 1 hour
• Self-Paced
• Free Video

Translating Data into Effective Decisions - Data Driven Decision Making - Data-Backed Decisions

A systematic way to connect business metrics and actionable levers, using machine learning to make decisions under uncertainty.

• YouTube
• 53 minutes
• Self-Paced
• Free Video

Python Crash Course for Excel Users - Data Analysis with Python for Excel Users

See how Excel concepts such as cells, ranges, and tables map to Python, and use notebooks and packages to expand analytics workflows.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

SQL Crash Course for Beginners

A beginner’s guide to finding data in databases with SQL, including how relational and NoSQL systems differ and how SQL fits alongside analysis tools.

• YouTube
• 57 minutes
• Self-Paced
• Free Video

Testing and Online Experimentation - A-B Testing

Learn a framework for online experimentation, including feature-level tests, user group splits, metric selection, and checks for traffic and statistical power.

• YouTube
• 33 minutes
• Self-Paced
• Free Video

Getting High-Quality Data for Your Computer Vision Models - Building Computer Vision Models

A data-centric approach to computer vision focuses on collecting and annotating representative, consistent image datasets and mitigating harmful bias.

• YouTube
• 50 minutes
• Self-Paced
• Free Video

Causal Behavioral Modeling Framework - Discrete Choice Modeling of Consumer Demand

See how individual differences in discrete choice models can be estimated from aggregate sales data through simulated consumers.

• YouTube
• 51 minutes
• Self-Paced
• Free Video