Jupyter Notebooks Courses and Certifications

Data Analysis with Python

15 reviews

Master data analysis using Python with this 300-hour course. Learn to read data from CSVs and SQL, and use libraries like Numpy, Pandas, Matplotlib, and Seaborn for data processing and visualization.

• freeCodeCamp
• 300 hours
• On-Demand
• Free Certificate

Jupyter Notebooks and Academic Publication

Learn from the creators of Python and Jupyter Notebooks about the emerging use of notebooks in academic research. Offered by Stanford University, this 1-2 hour seminar covers the history and future of these tools.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Online Course

Mathematics for Machine Learning: Linear Algebra

9 reviews

Imperial College London offers a 5-week course on Linear Algebra, focusing on its application in machine learning. Learn to work with vectors, matrices, and implement concepts in Python.

• Coursera
• 18 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Inferential Statistical Analysis with Python

882 ratings at Coursera

Explore inferential statistics and data analysis with Python in this 4-week course by the University of Michigan. Learn to construct confidence intervals and interpret results.

• Coursera
• 21 hours 46 minutes
• On-Demand
• Free Online Course (Audit)

Introduction to Python Programming

1052 ratings at Coursera

Dive into Python programming with this robust 4-week course from the University of Pennsylvania, covering core concepts and offering hands-on coding exercises.

• Coursera
• 1 day 3 hours 33 minutes
• On-Demand
• Free Online Course (Audit)

Data Analysis Using Python

380 ratings at Coursera

"University of Pennsylvania's 3-week course introduces data science techniques using Python, covering data frames, data analysis libraries, and basic data visualization."

• Coursera
• 16 hours 55 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Data Science

UC San Diego's 40-week course on Data Science. Learn to manipulate, analyze, and visualize big data using Python, Numpy, Matplotlib, pandas, Scipy, and Apache Spark. Gain insights from data-driven business recommendations.

• edX
• 40 weeks, 8-11 hours a week
• On-Demand
• $1,400.00
• 3 courses

Web Applications and Command-Line Tools for Data Engineering

28 ratings at Coursera

Duke University's 4-week course on using Python, Bash, and SQL for data engineering. Learn to create Jupyter notebooks, use Python microservices, and build command-line tools.

• Coursera
• 1 day 19 hours 11 minutes
• On-Demand
• Free Online Course (Audit)

AI Skills for Engineers: Data Engineering and Data Pipelines

1 review

Learn the importance of data in AI, data management basics, SQL, Python, pandas, and Jupyter in a 6-week course from Delft University of Technology. Ideal for beginners in data management.

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

Programming for Data Science

14 ratings at Coursera

Learn Python programming basics with the University of Leeds in a 3-week course. Write Python programs, understand data types, and use Jupyter Notebook. Suitable for beginners.

• Coursera
• 8 hours 31 minutes
• On-Demand
• Free Online Course (Audit)

Tools for Data Science

28279 ratings at Coursera

Master data science tools with IBM's 7-week course. Learn to use Libraries, Packages, Data Sets, Machine Learning Models, Kernels, and more. Gain hands-on experience with Jupyter Notebooks, RStudio IDE, Git, GitHub, and Watson Studio.

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

Python Basics for Data Science

289 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)

Microcredential

Digital Signal Processing

Learn Digital Signal Processing with a focus on audio and data transmission in a 17-week course by École Polytechnique Fédérale de Lausanne. Includes Python exercises.

• Coursera
• 17 weeks, 5 hours a week
• On-Demand
• Paid Course
• 4 courses

Howard University

Introduction to Linear Algebra and Python

11 ratings at Coursera

Learn the basics of linear algebra and Python for data science in a 4-week course by Howard University. Apply concepts to real-world problems.

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

SQL for Data Science

27 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)