Data Science Tutorials

Learn the basics of Power BI and how to create a basic report with this step-by-step tutorial.

Learn how to create and deploy a stock price comparison web app with Bokeh. Use your Python Bokeh visualization skills to create a practical, interactive tool.

Learn how to to install Power BI on your desktop via Microsoft Store or the Power BI download center.

Learn what the normal equation is and how can you use it to build machine learning models.

Learn easy and effective ways to run SQL queries in Python and R for data analysis and database management.

Learn basic visualizations of various data structures using Bokeh.

Learn about the lasso and ridge techniques of regression. Compare and analyse the methods in detail.

Learn the important basics and installation process of Bokeh

Learn how gradient descent optimizes models for machine learning. Discover its applications in linear regression, logistic regression, neural networks, and the key types including batch, stochastic, and mini-batch gradient descent.

Learn about the most popular deep learning model RNN and get hands-on experience by building a MasterCard stock price predictor.

Learn basic MLOps and end-to-end development and deployment of ML pipelines.

Learn about how learning curves can help you evaluate your data and identify optimal solutions.