Hands-on beginner to expert level training in the most in-demand topics in artificial intelligence. Dozens of courses and hundreds of recordings available, with more added weekly.
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DS 101: Machine Learning & Modelling in Theory & Practice

Introduction to Machine Learning and the Bias-Variance Tradeoff

How to Do Data Science with Missing Data

Continuously Deployed Machine Learning

Data, I/O, and TensorFlow: Building a Reliable Machine Learning Data Pipeline

Recommendation Systems in Python: Fairness in AI Using Open-source Tools & Bias-dashboards

Knowledge Graphs for Rule Induction and Reasoning

DS 102: Machine Learning & Modelling in Theory & Practice

Non-linear Supervised Machine Learning Algorithms

Evaluation Metrics in Supervised Machine Learning

Hands-On Machine Learning Explainability

Explaining and Interpreting Gradient Boosting Models in Machine Learning

Data Science and Machine Learning in the Cloud for Cloud Novices

Data Annotation at Scale: Active and Semi-Supervised Learning in Python

How to Prepare Your Data for Supervised Machine Learning


PyTorch 101: Building a Model Step-by-Step

Convolutional Neural Networks Deep Dive

Deep Learning on Mobile Devices

Transformer Architecture and Its Cutting Edge Advances

Natural Language Processing Case Studies for Healthcare Models

Introduction to Face Processing With Computer Vision

An Introduction to Transfer Learning in NLP and HuggingFace Tools


Data Science in the Industry: Continuous Delivery for Machine Learning with Open-Source Tools

Complete Python Fundamentals

Modern Data Acquisition

Streaming Decision Intelligence and Predictive Analytics with Spark 3

Using Bootstrapping for Modern Data Science

Getting Started with Pandas for Data Analysis

On-Demand Learning Paths

Discover Your Path

S T U D E N T    T E S T I M O N I A L S

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Dr Stephanie Powers, Professor

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Nathan Keogh, CTO

“Highly recommend the interactive and engaging approach used by Dr Krohn. His courses always exceed my expectations. A high-quality and in-depth content. This is a great introductory session that will enable you to grasp the key areas of deep learning and it will be a ladder for you to develop your knowledge further in the field.”

Hasani Perera, Bioinformatic Researcher

Open Data Science

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