"Data Analysis with Python: Zero to Pandas" is a practical and beginner-friendly introduction to data analysis covering the basics of Python, Numpy, Pandas, Data Visualization, and Exploratory Data Analysis.

- Watch hands-on coding-focused video tutorials
- Practice coding with cloud Jupyter notebooks
- Build an end-to-end real-world course project
- Earn a verified certificate of accomplishment

There are no prerequisites for this course.

data-analysis-with-python-zero-to-pandas

A practical, beginner-friendly, and coding-focused introduction Python, Numpy, Pandas, data visualization, and exploratory data analysis. Earn a verified certificate of accomplishment by completing assignments & building a real-world project.

Data Analysis with Python: Zero to Pandas

This course is a beginner-friendly introduction to the Structured Query Language (SQL) and Business Intelligence tools like Microsoft Excel and Tableau. By the end of this course, you will build an interactive business intelligence dashboard using a real-world dataset.

sql-and-business-intelligence

SQL and Business Intelligence

This course is a beginner-friendly introduction to common data structures (linked lists, stacks, queues, graphs) and algorithms (search, sorting, recursion, dynamic programming) in Python. This course will help you ace coding assessments and technical interviews.

## Highlights

- Watch live hands-on coding-focused video tutorials
- Practice coding with cloud Jupyter notebooks
- Solve questions from real programming interviews
- Earn a verified certificate of accomplishment

data-structures-and-algorithms-in-python

A beginner-friendly introduction to data structures and algorithms using the Python programming language to help you prepare for coding interviews. Earn a verified certificate of accomplishment by completing practical assignments.

Data Structures and Algorithms in Python

"Deep Learning with PyTorch: Zero to GANs" is a beginner-friendly online course offering a practical and coding-focused introduction to deep learning using the PyTorch framework. Enroll now to start learning.

* Watch live hands-on tutorials on YouTube
* Train models on cloud Jupyter notebooks
* Build an end-to-end real-world course project
* Earn a verified certificate of accomplishment

deep-learning-with-pytorch-zero-to-gans

A beginner-friendly, practical, and coding-focused introduction to Deep Learning using PyTorch. Watch hands-on tutorials, train models on cloud Jupyter notebooks, and build real-world projects. Earn a verified certificate of accomplishment.

Deep Learning with PyTorch: Zero to GANs

"Machine Learning with Python: Zero to GBMs" is a practical and beginner-friendly introduction to supervised machine learning, decision trees, and gradient boosting using Python.

- Watch hands-on coding-focused video tutorials
- Practice coding with cloud Jupyter notebooks
- Build an end-to-end real-world course project
- Earn a verified certificate of accomplishment
- Interact with a global community of learners

You will solve 2 coding assignments & build a course project where you'll train ML models using a large real-world dataset. Prerequisite: [Data Analysis with Python: Zero to Pandas](https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas).

machine-learning-with-python-zero-to-gbms

A beginner-friendly introduction to supervised machine learning, decision trees, and gradient boosting using Python and Scikit-learn. Earn a verified certificate of accomplishment by completing assignments & building a real-world project.

Machine Learning with Python: Zero to GBMs

web-development-with-html-and-css

Web Development with HTML and CSS

A practical and hands-on introduction to web development using Python and the Flask framework. Follow along with this course to build and deploy your own website to the cloud using online resources.

web-development-with-python-and-flask

Web Development with Python and Flask

This course is a practical and beginner-friendly introduction to programming using the Python language. By the end of this course, you will learn how to use the Python programming language for solving real-world problems.

introduction-to-programming-with-python

Introduction to Programming with Python

programming-with-javascript-and-node-js

Learn programming with Javascript and Node.js

Programming with JavaScript and Node.js

NOTE: This course is currently paused, we'll send out an announcement when we're ready to add new lectures.

"Natural Language Processing: Zero to NLP" is a practical introduction to modern natural language processing techniques, tools, and ML models. The course takes a coding-focused approach towards understanding and applying ideas from 50+ years of NLP research to real-world problems and datasets. 


**Prerequisites**: [Data Analysis with Python](https://jovian.ai/learn/data-analysis-with-python-zero-to-pandas), [Machine Learning with Python](https://jovian.ai/learn/machine-learning-with-python-zero-to-gbms), and [Deep Learning with PyTorch](https://jovian.ai/learn/deep-learning-with-pytorch-zero-to-gans) (basic knowledge)

nautral-language-processing-zero-to-nlp

A practical introduction to modern Natural Language Processing techniques, tools, and models. The course takes a coding-focused approach towards understanding and applying ideas from 50+ years of NLP research to real-world problems and datasets.

Natural Language Processing: Zero to NLP

"How to Build an AI" chronicles the development of Jobot, an AI developed by Jovian using cutting-edge machine learning models and APIs. 

Each episode will delve into various aspects of AI development, including live coding, demonstration, deployment, testing, and design decisions, while fostering discussions about the future of Jobot. 

As you follow the journey, you will have the unique opportunity to interact with Jobot after each episode, and build your own AI-powered applications, witnessing firsthand the progression of artificial intelligence. Important Links:

- GitHub Repository: https://github.com/jovianhq/jobot

- Try out Jobot: https://jobot.dev

- Course home (this page): https://howtobuildanai.com

**Prerequisites**: [HTML](https://www.htmldog.com/guides/html/), [CSS](https://www.htmldog.com/guides/css/), [JavaScript](https://www.htmldog.com/guides/javascript/), [React JS](https://react.dev/learn) (basic knowledge is sufficient)

how-to-build-an-ai

An interactive course that chronicles the development of Jobot, an AI developed by the education platform Jovian using cutting-edge machine learning models and APIs.

Beginner-Friendly and Practical Online Courses