Learn Data Analysis with Python in this comprehensive tutorial for beginners, with exercises included! NOTE: Check description for updated Notebook links.
Data Analysis has been around for a long time, but up until a few years ago, it was practiced using closed, expensive and limited tools like Excel or Tableau. Python, SQL and other open libraries have changed Data Analysis forever.
In this tutorial you'll learn the whole process of Data Analysis: reading data from multiple sources (CSVs, SQL, Excel, etc), processing them using NumPy and Pandas, visualize them using Matplotlib and Seaborn and clean and process it to create reports. Additionally, we've included a thorough Jupyter Notebook tutorial, and a quick Python reference to refresh your programming skills.
💻 Course created by Santiago Basulto from RMOTR 🔗 Check out all Data Science courses from RMOTR: https://rmotr.com
Want to improve your cybersecurity / ethical hacking skills but don't know where to start? Cyber security Capture The Flag (CTF) games are the perfect place to practice and learn.
picoCTF is a beginner's level computer security game that consists of a series of challenges where participants must reverse engineer, break, hack, decrypt, or do whatever it takes to solve the challenge. The challenges are all set up with the intent of being hacked, making it an excellent, legal way to get hands-on experience.
This video is a walkthrough on how to solve the challenges from the picoCTF 2018 game. Consider trying to solve the challenges on your own first, then watch how to solve them.
Start the game here: https://2018game.picoctf.com/
Learn Data Science is this full tutorial course for absolute beginners. Data science is considered the "sexiest job of the 21st century." You'll learn the important elements of data science. You'll be introduced to the principles, practices, and tools that make data science the powerful medium for critical insight in business and research. You'll have a solid foundation for future learning and applications in your work. With data science, you can do what you want to do, and do it better. This course covers the foundations of data science, data sourcing, coding, mathematics, and statistics.
💻 Course created by Barton Poulson from datalab.cc. 🔗 Check out the datalab.cc YouTube channel: https://www.youtube.com/user/datalabcc 🔗 Watch more free data science courses at http://datalab.cc/