Skip to main content
learning data science

Data Science Tutorials

Develop your data science skills with tutorials in our blog. We cover everything from intricate data visualizations in Tableau to version control features in Git.
Discover categories
Deep Learning

An Introduction to Convolutional Neural Networks (CNNs)

A complete guide to understanding CNNs, their impact on image analysis, and some key strategies to combat overfitting for robust CNN vs deep learning applications.

Zoumana Keita

November 14, 2023

Deep Learning

Introduction to Activation Functions in Neural Networks

Learn to navigate the landscape of common activation functions—from the steadfast ReLU to the probabilistic prowess of the softmax.
Moez Ali's photo

Moez Ali

November 9, 2023

Artificial Intelligence (AI)

GPT-4 Vision: A Comprehensive Guide for Beginners

This tutorial will introduce you to everything you need to know about GPT-4 Vision, from accessing it to, going hands-on into real-world examples, and the limitations of it.
Arunn Thevapalan's photo

Arunn Thevapalan

November 3, 2023

Artificial Intelligence (AI)

Vicuna-13B Tutorial: A Guide to Running Vicuna-13B

A complete guide to running the Vicuna-13B model through a FastAPI server.
Zoumana Keita 's photo

Zoumana Keita

November 3, 2023

Artificial Intelligence (AI)

FLAN-T5 Tutorial: Guide and Fine-Tuning

A complete guide to fine-tuning a FLAN-T5 model for a question-answering task using transformers library, and running optmized inference on a real-world scenario.
Zoumana Keita 's photo

Zoumana Keita

November 3, 2023

Artificial Intelligence (AI)

Mistral 7B Tutorial: A Step-by-Step Guide to Using and Fine-Tuning Mistral 7B

The tutorial covers accessing, quantizing, fine-tuning, merging, and saving this powerful 7.3 billion parameter open-source language model.
Abid Ali Awan's photo

Abid Ali Awan

November 3, 2023

Artificial Intelligence (AI)

7 NLP Projects for All Levels

Discover seven NLP project ideas for all levels. Strengthen your portfolio, showcase your NLP skills, and impress employers with these hands-on projects.
Eugenia Anello's photo

Eugenia Anello

November 2, 2023

Artificial Intelligence (AI)

Introduction to Falcon 40B: Architecture, Training Data, and Features

In this post, we will explore the architecture, training data, features, and how to run inference and fine-tune the Falcon 40B model.
Abid Ali Awan's photo

Abid Ali Awan

October 24, 2023

Artificial Intelligence (AI)

Fine-Tuning LLaMA 2: A Step-by-Step Guide to Customizing the Large Language Model

Learn how to fine-tune Llama-2 on Colab using new techniques to overcome memory and computing limitations to make open-source large language models more accessible.
Abid Ali Awan's photo

Abid Ali Awan

October 19, 2023

Artificial Intelligence (AI)

How to Fine Tune GPT 3.5: Unlocking AI's Full Potential

Explore GPT-3.5 Turbo and discover the transformative potential of fine-tuning. Learn how to customize this advanced language model for niche applications, enhance its performance, and understand the associated costs, safety, and privacy considerations.
Moez Ali's photo

Moez Ali

October 18, 2023