Jupyter Notebooks Courses and Certifications

Packt

Python Programming for Quantum Computing

Learn Python programming fundamentals tailored for quantum computing. Master core concepts, control flow, data manipulation, functions, and object-oriented programming through hands-on coding in Jupyter notebooks.

• Coursera
• 7 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Packt

Python for Finance: Investment Fundamentals & Data Analytics

Master Python for finance: calculate returns, measure risk, optimize portfolios, and run simulations. Apply advanced tools like CAPM and Monte Carlo to make data-driven investment decisions and implement financial strategies.

• Coursera
• 9 hours 48 minutes
• On-Demand
• Free Online Course (Audit)

IBM;  University of London

Statistics and Clustering in Python

Master statistical analysis and data clustering using Python, from basic statistics to K-means algorithm implementation. Work with Pandas for data manipulation and complete hands-on clustering projects.

• Coursera
• 17 hours 51 minutes
• On-Demand
• Free Online Course (Audit)

Codio

Visualizing Data & Communicating Results in Python

Master data visualization in Python using Matplotlib - from basic plots to advanced animations. Create compelling visual presentations, analyze distributions, and communicate insights effectively through hands-on coding exercises.

• Coursera
• 11 hours 15 minutes
• On-Demand
• Free Online Course (Audit)

Learn to code for data analysis

68 ratings at OpenLearn

Learn Python programming to analyze and visualize open data. Access, clean, and interpret data from global organizations using Jupyter Notebooks, developing practical skills for data analysis.

• OpenLearn
• 24 hours
• On-Demand
• Free Certificate

Learn to code for data analysis

62 ratings at OpenLearn

This free course will teach you how to write your own computer programs, one line of code at a time. You'll learn how to access open data, clean and analyse it, and produce visualisations. You will...

• OpenLearn
• 24 hours
• On-Demand
• Free Certificate

Python Basics for Data Science

839 ratings at edX

This Python course provides a beginner-friendly introduction to Python for Data Science. Practice through lab exercises, and you'll be ready to create your first Python scripts on your own!

• edX
• 3 weeks, 4-10 hours a week
• On-Demand
• Free Online Course (Audit)

Data Analysis with Python - Full Course for Beginners (Numpy, Pandas, Matplotlib, Seaborn)

4 reviews

Comprehensive tutorial on data analysis using Python libraries like NumPy, Pandas, Matplotlib, and Seaborn. Covers data processing, visualization, and cleaning with practical examples and exercises for beginners.

• freeCodeCamp
• 4-5 hours
• On-Demand
• Free Video

AI Skills for Engineers: Data Engineering and Data Pipelines

1 review

Learn essential data engineering skills for AI applications, including SQL pipelines, Python notebooks, pandas data manipulation, and data visualization with Seaborn, to build a foundation for future AI and ML development.

• edX
• 6 weeks, 5-7 hours a week
• On-Demand
• Free Online Course (Audit)

SQL for Data Science

75 ratings at edX

Learn how to use and apply the powerful language of SQL to better communicate and extract data from databases - a must for anyone working in the data science field.

• edX
• 4 weeks, 2-4 hours a week
• On-Demand
• Free Online Course (Audit)

Introduction to Data Science

233 ratings at edX

Learn about the world of data science first-hand from real data scientists.

• edX
• 6 weeks, 3-6 hours a week
• On-Demand
• Free Online Course (Audit)

Python Simplified

Python TDD Workflow - Unit Testing Code Example for Beginners

1 review

Learn Test-Driven Development in Python by implementing Caesar's Cipher. Practice unit testing, follow TDD principles, and participate in a coding challenge to reinforce your new skills.

• YouTube
• 26 minutes
• On-Demand
• Free Video

Natural Language Processing

Accelerated introduction to NLP, covering machine learning basics, text preprocessing, vectorization, and advanced neural network architectures like RNNs, LSTMs, and Transformers.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video

Applications of Machine Learning in Plant Science

Explore machine learning applications in plant sciences through Python exercises, covering key concepts and real-world examples to implement and evaluate ML approaches in plant biology.

• edX
• 12 weeks, 1-2 hours a week
• On-Demand
• Free Online Course (Audit)

Computer Vision

Explore machine learning and computer vision fundamentals, advanced neural network architectures, and applications in object detection and semantic segmentation.

• YouTube
• 3 hours 30 minutes
• On-Demand
• Free Video