Lessons

The following lessons explain different programming concepts and have been published by our members. Search for a particular lesson using the filters

Recurrent Neural Networks: Understanding Memory in Deep Learning Models

Learn how recurrent neural networks enable Deep Learning models to work with sequential data. Discover how they work, their applications in language, time series, and speech recognition, and why they are essential for understanding memory in artificial intelligence.

How to Train an AI model: Beginners Guide

🤖 Complete Guide to Training an AI in 5 Steps

Deploy model using Streamlit and Heroku

Learn how to deploy your Machine Learning model using Streamlit and Heroku. Discover the simplicity of creating interactive web apps today!

Deploy AI Models Using Flask and Render.com

Learn how to deploy your machine learning model using Flask and Render. Discover step-by-step instructions to make your model accessible online!

How to Deal With Missing Values

Cookicutter

Introduction to Numpy

Unlock the power of data with our "Intro to NumPy" guide! Learn about multidimensional arrays, vectorized operations, and essential functions. Start mastering NumPy today!

Recommender Systems

Learn what recommender systems are, their main types, and the algorithms that make them work. A clear and pedagogical guide for students starting in Machine Learning and Data Science.

Pandas Exercises And Solutions

Master the basics of data manipulation with our "Intro to Pandas" guide! Learn to harness the power of Python's Pandas library for effective data analysis. Discover more now!

Introduction to Python Programming: A Beginner's Guide?

Learn the basics of Python programming with our beginner's guide. Discover how to write Python code, data structures, loops and more.

Exploring K-Nearest Neighbors

Master KNN in Python with our step-by-step guide! Learn classification and regression techniques using scikit-learn. Start your data science journey today!

Feature Engineering

Calculus

Introduction to Machine Learning

Master Machine Learning with our comprehensive course! Learn Python, Data Science, and AI applications. Start your journey to becoming an expert today!

Introduction to AI and Its Importance in the Workplace

Explore how Artificial Intelligence, especially LLMs, is transforming the workplace. Learn about key AI models, real-world tools like HeyGen and Cursor, and how to stay relevant in a rapidly evolving job market.

Tips and tools to build a Data Science and Machine Learning project

When building a Data Science and Machine Learning project there are things to be considered, specially if you are looking for a job. Here you find tips to make a project make a cv stand out from the crowd, and a list of sites where you can find useful datasets to kickstart your project.