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Mathematics & Data Science

NextGen Bootcamp: Python Data Science & Machine Learning Summer Program

The program offers a project-based learning approach with small class sizes (approximately 8:1 student-to-teacher ratio) and expert instructors, ensuring personalized attention and practical skill development.

🔥 High School 🕒 1-week Day Camp In-person Beginner-friendly 💰 $1,699–$2,495 total

About this camp

The NextGen Bootcamp: Python Data Science & Machine Learning Summer Program offers high school students an immersive 45-hour introduction to Python programming and its applications in data science and machine learning. Students will gain hands-on experience with Python fundamentals, including writing and compiling code, and progress to more complex programming tasks. The curriculum emphasizes data science, utilizing powerful libraries such as Pandas, Matplotlib, and Scikit-learn to teach data input, analysis, and visualization. Participants will learn to clean and organize data, create compelling data visualizations like graphs and charts, and explore machine learning algorithms to make predictions and classify data. The program culminates in a final data science project, allowing students to apply their acquired skills to real-world scenarios and build a portfolio piece. The course also introduces how AI tools can support Python workflows, helping generate code, explain concepts, and speed up problem-solving.

What a typical day looks like

A typical day involves instructor-led sessions from 10 am-4 pm (in-person) or 10 am-1 pm (online), with hands-on exercises and projects applying Python to data science and machine learning concepts.

Best suited for

This program is ideal for high school students with a strong interest in coding, finance, journalism, marketing, and communication, who are looking for a beginner-friendly introduction to Python, data science, and machine learning.

What you'll learn

Python Programming Fundamentals Data Input Analysis and Visualization Pandas Matplotlib and Scikit-learn Libraries Machine Learning Algorithms AI Tools for Python Workflow Object-Oriented Programming (OOP) Real-world Data Science Projects

Location

Multiple Locations

Sponsored · Research Ignited

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