"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

The course will run for 6 weeks from 15th November 2022. Please make sure to submit the assignments and Project before the deadline. There are no prerequisites for this course. 

Join our WhatsApp community: https://jovian.com/whatsapp

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

[Join Our WhatsApp Community](https://jovian.com/whatsapp) | [FAQs](https://jovian.ai/forum/t/frequently-asked-questions-faq/15438)

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 prepare for coding interviews and assessments. Enroll now to start learning.

- 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

The course is self-paced and there are no deadlines. There are no prerequisites for this course.

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

The course is self-paced and there are no deadlines. There are no prerequisites for this course.

Read the [course FAQs](https://jovian.ai/forum/t/frequently-asked-questions-faq-about-the-pytorch-course/1528) to learn more.

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. This is a self-paced course where you can: 

- 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

"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.

How to Build an AI: The Chronicles of Jobot

"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)

NOTE: This course is currently paused (since Jan 2023), we'll send out an announcement when we're ready to add new lectures.

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

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 free online resources.

web-development-with-python-and-flask

Web Development with Python and Flask

Learn practical skills from Silicon Valley engineers, build real-world portfolio projects, and earn a certification. Kick start your software engineering career!

Jovian Full Stack Developer Bootcamp

The Jovian Data Science Bootcamp is a part-time, beginner-friendly, and coding-focused bootcamp designed to help you learn industry-standard tools & techniques and kick-start your Data Science career.

Programs

Industry-focused programs with a structured curriculum, dedicated support and 1:1 career guidance