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Artificial Intelligence

Seasonal Camp

Explore the World of Artificial Intelligence

Our comprehensive program introduces students to the fascinating world of AI, machine learning, and data science through interactive lessons and hands-on projects.

Artificial Intelligence

LLM/Generative AI tools and understanding AI concepts

Effective AI Use

Prompt Engineering and AI interaction techniques

Design Applications

Image and voice analysis using AI technology

Scratch Programming

MIT visual programming language for creative projects

What You'll Learn

Introduction to AI

Understanding what Artificial Intelligence is and how it differs from human intelligence.

Scratch Lessons

Learn syntax, loops, conditions, functions, and visual interface design.

Image Detection with AI

Understand AI models, training data, and applications.

Sound Analysis with AI

Interpreting and understanding audio signals through AI and ML techniques.

Training AI Models

Training AI models to recognize patterns and make decisions using large datasets.

Capstone Project and Showcase

Combining multiple AI features and modules to design a real-life project.

Students collaborating

Who Can Join?

  • Middle & high school students (or beginners) eager to explore AI, Data Science, and Python!
  • No prior coding experience is required, making it a great starting point for students interested in technology and innovation.

Why Join?

  • Hands-On Projects – Build chatbots, image recognition models, and more.
  • Collaborative Learning – Work on team-based challenges and problem-solving activities.
  • Real-world applications with expert instructors.
  • Future Skills Development – Gain valuable coding and AI knowledge for future careers.

Course Content

1: Introduction to Python

Getting started with Python basics

  • Overview of Python & real-world applications
  • Writing basic scripts: Input/Output
  • Understanding Data Types
  • String manipulation techniques

2: Core Python Concepts

Lists, functions and control statements

  • Lists: indexing, slicing, and list operations
  • Writing functions and using return values
  • If/Else statements, Boolean logic & comparisons
  • Introduction to loops (for/while) for automation
  • Organizing data with Dictionaries

3: File Handling in Python

Working with files and automation

  • Reading and writing files in Python
  • Understanding and avoiding infinite loops
  • Navigating files using the OS module
  • Python scripts from the command line

4: AI Fundamentals

Introduction to artificial intelligence concepts

  • Introduction to AI, machine learning, and real-world applications
  • Understanding how data is used to train AI models
  • Ethics & bias in AI and responsible data science practices

5: Introduction to Data Analysis

Working with Pandas and datasets

  • Exploring datasets with Pandas
  • Basic Numpy operations
  • Using Pandas to read CSV files and perform basic data cleaning
  • Understanding data joins: left, right, inner, outer merges

6: Advanced Data Analysis

Data cleaning and manipulation techniques

  • Cleaning messy datasets for analysis with Pandas
  • Filtering, sorting, and modifying DataFrames
  • Identifying and handling duplicate or inconsistent data
  • Using lambda functions for efficient operations
  • Handling missing data

7: Data Visualization

Creating charts and visualizing insights

  • Grouping columns, aggregating data & using Pivot Tables
  • Creating bar charts, line graphs, and pie charts with Matplotlib
  • Customizing and interpreting visualizations for data insights

8: Final Project

Applying skills to create a complete project

  • Applying Python skills to analyze a real-world dataset
  • Creating visualizations to present key insights
  • Writing a summary report or presenting findings to the class

Pricing Guide

Camp With LIVE Instructor

for Ages 12+

coding_camp
Seasonal Coding Camp
LIMITED TIME SAVE $100

$195 /month $295

Morning or Afternoon options (Mon-Thu).

    • Hands-On Projects w/ real-world applications
    • Expert instructors
    • Camp progress updates from teachers
    • Gain valuable AI knowledge for future careers
    • Weekly price, no long-term commitment!