Exploring AI with Python

Machine learning (ML) is a revolutionary subfield within AI (Artificial Intelligence) where computers learn to act without being explicitly programmed.

From E-commerce to healthcare, ML is being integrated into almost every field and industry, which is why we at C.O.D.E. believe AI education for youth is so important.

Join us for our second course in the AI4kidz workshop series, where you’ll get a hands-on, behind-the-scenes look at various AI algorithms and applications through the use of real-world datasets, Jupyter Notebooks, and industry-standard Python libraries.

Target age range: 13 - 19 years old

Prerequisites: Intermediate Python and AI4kidz: Intro to Artificial Intelligence (or equivalent experience)

The technology you’ll learn: Jupyter Notebooks (Google Colaboratory), Python

Topics Covered:

  • Artificial Intelligence (AI) and Machine Learning (ML)

  • Supervised learning

  • Training machine learning models

  • Sentiment Analysis

  • Computer Vision

  • Speech Recognition

  • Jupyter Notebooks

  • Python libraries like NumPy, pandas, and scikit-learn

  • And more!

Projects You Will Make:

  • Create a program to detect emotions -

  • Create a tic tac toe game

  • Create a machine learning model to predict patterns -

  • Learn to teach a machine learning model

  • Create an image-processing algorithm

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