Practice Numpy

Final data science prework project

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.

Real Estate Data Cleanup

Prepare a real dataset to later train a machine learning model

Calculus and Algebra problems with Python

Practice your calculus and algebra skills using Python with NumPy, Pandas, and Matplotlib. Work through real-life exercises like calculating speed, acceleration, and cost optimization. Build functions, graphs, and tables while learning key concepts in calculus and linear algebra, such as derivatives and matrix operations.

Hypothesis Testing

Master hypothesis testing in statistics! Learn how to define, test, and analyze hypotheses with practical examples. Discover the power of data today!

Probability Distributions Exercises Project in Python

Use your NumPy, Pandas, and Matplotlib skills to practice probability distributions. Complete the exercises in Python, follow the instructions to start, and submit your repository once finished. For additional help, refer to the provided solutions after attempting the problems.

What Are Third-Party Libraries Used for in Python?

Discover how third-party libraries in Python, like Pandas and NumPy, can enhance your projects. Learn to install and use them effectively!

Introduction to Numpy

Unlock the power of data with our "Intro to NumPy" guide! Learn about multidimensional arrays, vectorized operations, and essential functions. Start mastering NumPy today!

Linear Algebra

Unlock the power of Linear Algebra! Learn about vectors, matrices, and their applications in data science and machine learning. Discover more now!

Random Variables

Descriptive Statistics Exercises Project with Python

Use your NumPy, Pandas, and Matplotlib skills to practice a little about descriptive statistics

Python for Data Science

Learn how Python powers data science with essential concepts and libraries. Discover practical examples to elevate your data skills today!

Hypothesis Testing Exercises in Python

Use your NumPy, Pandas and Matplotlib skills to practice a little about hypothesis testing with Annova and others

Calculus Derivatives with python

Master the basics of derivatives in our “Introduction to Derivatives” article! Learn how to calculate and visualize derivatives with Python - find out now!

Probability Exercises Project in Python

Test your skills with numpy, pandas, and matplotlib while exploring key probability concepts through data analysis and visualization of distributions.

Numpy Tutorial Exercises

This interactive tutorial will help you become familiar on it, master the most used functionalities and help you clean up your first datasets