Skip to main content
category
Topics

Machine Learning Tutorial

Get insights & best practices into AI & machine learning, upskill, and build data cultures. Learn how to get the most out of machine learning models with our tutorials.
Artificial Intelligence (AI)

Explainable AI - Understanding and Trusting Machine Learning Models

Dive into Explainable AI (XAI) and learn how to build trust in AI systems with LIME and SHAP for model interpretability. Understand the importance of transparency and fairness in AI-driven decisions.

Zoumana Keita

May 10, 2023

Artificial Intelligence (AI)

Converting Speech to Text with the OpenAI Whisper API

Discover the powerful capabilities of OpenAI Whisper Python API for transcription and translation. It comes with multi-language support and prompt enhancement for accurate transcription.
Abid Ali Awan's photo

Abid Ali Awan

April 20, 2023

Python

Precision-Recall Curve in Python Tutorial

Learn how to implement and interpret precision-recall curves in Python and discover how to choose the right threshold to meet your objective.
Vidhi Chugh's photo

Vidhi Chugh

January 19, 2023

Python

An Introduction to Hierarchical Clustering in Python

Understand the ins and outs of hierarchical clustering and its implementation in Python
Zoumana Keita 's photo

Zoumana Keita

January 19, 2023

Machine Learning

A Complete Guide to Data Augmentation

Learn about data augmentation techniques, applications, and tools with a TensorFlow and Keras tutorial.
Abid Ali Awan's photo

Abid Ali Awan

November 23, 2022

Machine Learning

An Introduction to Q-Learning: A Tutorial For Beginners

Learn about the most popular model-free reinforcement learning algorithm with a Python tutorial.
Abid Ali Awan's photo

Abid Ali Awan

October 27, 2022

Machine Learning

Streamline Your Machine Learning Workflow with MLFlow

Take a deep dive into what MLflow is and how you can leverage this open-source platform for tracking and deploying your machine learning experiments.
Moez Ali 's photo

Moez Ali

October 17, 2022

Machine Learning

Building and Deploying Machine Learning Pipelines

Discover everything you need to know about Kubeflow and explore how to build and deploy Machine Learning Pipelines
Moez Ali 's photo

Moez Ali

July 11, 2022

Machine Learning

Normal Equation for Linear Regression Tutorial

Learn what the normal equation is and how can you use it to build machine learning models.
Kurtis Pykes 's photo

Kurtis Pykes

April 6, 2022