Projects

• cybersecurity

• incident response

• NIST

Ransomware Incident Response Plan based on NIST

This project aims to guide students in developing a ransomware incident response plan using the NIST cybersecurity framework. The exercise focuses on a case study of a fictitious company named TechCo, exploring the areas of identification, protection, detection, response, and recovery in the event of a ransomware attack.

• Python

• Pandas

• matplotlib

Recommendation Systems - Your Future with Data

Build a supervised classification model to predict whether a person will surpass a certain annual income threshold based on demographic data, and develop an interpretative recommendation system that suggests alternative paths to improve their situation.

• AI

• Automation

• Chatbots

Clone Yourself In A Chatbot

Learn how to create an AI chatbot that mimics your personality using Chatbase, interact with it, and share it with the world in a viral post.

• Typescript

• React.js

• axios

Inventory Management App with React and TypeScript

Develop a frontend Inventory Management App using React and TypeScript, integrating it with a FastAPI backend. Learn to manage inventory items with CRUD operations and enhance the app with styling and navigation.

• Javascript

• Markdown

• Generative AI

Create a Blog from Scratch with Next.js and Markdown

Learn how to create a fully functional blog with Next.js and Markdown! Use AI to generate content and improve your web development skills.

• Data Science

• Numpy

• jupyter notebook

Data clean up pandas for beginners

This project involves cleaning and analyzing a real estate dataset using Pandas, focusing on practical data science skills. After completing this project, students will be capable of handling, processing, and visualizing real-world data efficiently.

• Generative AI

• HeyGen

Make Your Own Ai Avatar

A step-by-step guide on how to generate an AI avatar using HeyGen, explore its potential uses, pricing, and ethical considerations.

• cybersecurity

• linux

• reverse-shell

Reverse Shell on a Web Server

Learn to exploit a vulnerable file upload form to deploy a reverse shell, gain control of the server, and capture a flag. This lab provides a realistic simulation of a common initial access technique used by attackers and highlights the importance of implementing proper security controls on file upload features.

• postgre

• Back End

• Data Science

SQL Project: Global Life Institute Data Detectives

In this project, you will learn how to structure a professional Python project focused on analyzing biodiversity and climate data using SQL queries and Python tools like SQLAlchemy and Pandas.

• Automation

• Zapier

• Slack

Your First Zap With Ai

Learn how to set up your first Zap with Zapier to automatically classify emails and send notifications to Slack whenever a deal is detected.

• REST

• Python

• Node

Build a StarWars REST API

The StarWars Blog API will let you practice building a REST API using lightweight API frameworks like Express (for node) or Flask (for python) using SQLAlchemy ORM and Python language. while building a fun blog. Ideal for juniors looking to practice API development in python.

• Python

• fastapi

• rest-api

Develop a Basic Inventory API with FastAPI

Learn to build a Basic Inventory API using FastAPI! Manage items with CRUD operations and expand with filters, search, and persistence. Perfect for beginners exploring APIs.

• Notion

• Krea.ai

• ChatGPT

Prompt Book Ai

Create an effective Prompt Book to document your creative process while using generative AI tools. Learn how to organize prompts, reflect on iterations, and present your journey in a professional way

• Gamma AI

• AI

• Presentation Tools

Ai Presentation With Gamma

• linux

• cybersecurity

• penetration testing

Privilege Escalation via Dirty Cow Kernel Exploit

Learn how to identify a vulnerable Linux kernel and exploit the Dirty Cow vulnerability (CVE-2016-5195) to escalate privileges in a realistic lab environment.

• Python

• matplotlib

• data visualization

Visualization Exercises with Matplotlib and Seaborn

This project is designed to help you learn and practice data visualization techniques using Matplotlib and Seaborn libraries in Python. The exercises will guide you through creating customizable and elegant charts, from line and bar charts to scatter and pie charts.

• Python

• Data Analysis

Monthly Sales Analyzer

Analyze monthly sales data for three products over 20 days using Python. Apply loops, conditionals, and data structures to calculate totals, averages, and trends for better insights.

• REST

• typeOrm

• Node

Exercise Starwars Blog Express Api

The StarWars Blog API will let you practice building a REST API using lightweight API frameworks like Express (for node) using TypeORM and Node.js language while building a fun blog. Ideal for juniors

• Javascript

• Python

• Flask

Build a Personal Expense Tracker with Python and Flask

Learn to build a personal expense tracker using Python and Flask. Create APIs, manage data with SQLAlchemy, and design a user-friendly interface to track expenses effectively.

• Notion

• Krea.ai

• ChatGPT

Final Project: Exploring the Potential of Generative AI

Explore the capabilities of generative artificial intelligence (AI) to create original and exciting content. You can choose from various creative formats such as websites or illustrated books