Stanford Seminar - Optional Static Typing for Python

1 review

Explore optional static typing in Python, covering gradual typing, mypy, type inference, generics, and protocols. Learn to implement and benefit from static typing in Python projects.

• YouTube
• 1 hour 17 minutes
• On-Demand
• Free Online Course

Understanding and Visualizing Data with Python

2635 ratings at Coursera

Explore data analysis and visualization using Python, covering statistics fundamentals, univariate and multivariate data, sampling techniques, and practical applications with popular libraries.

• Coursera
• 19 hours 37 minutes
• On-Demand
• Free Online Course (Audit)

Master Python fundamentals: data types, control flow, functions, and scripting. Gain practical skills in programming, problem-solving, and using libraries for efficient development.

• Udacity
• 5 weeks
• On-Demand
• Free Online Course

Enhance Python skills for complex tasks, covering advanced techniques, large-scale development, libraries, and object-oriented programming. Build a portfolio showcasing practitioner-level abilities.

• Udacity
• 1 month 3 weeks 1 hour 40 minutes
• On-Demand
• Paid Course

Python Basics

17607 ratings at Coursera

Learn Python basics, including control structures and data types. Practice with Turtle graphics, develop debugging skills, and gain a solid foundation for further programming studies.

• Coursera
• 1 day 2 hours 50 minutes
• On-Demand
• Free Online Course (Audit)

Fitting Statistical Models to Data with Python

689 ratings at Coursera

Explore statistical modeling techniques like regression and Bayesian inference. Learn to fit models to data, assess quality, and generate predictions using Python libraries such as Statsmodels and Pandas.

• Coursera
• 14 hours 54 minutes
• On-Demand
• Free Online Course (Audit)

Inferential Statistical Analysis with Python

904 ratings at Coursera

Explore inferential statistics using Python, covering confidence intervals and hypothesis testing for various population parameters. Apply concepts to real-world case studies using statistical libraries.

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

Python Functions, Files, and Dictionaries

5299 ratings at Coursera

Explore Python's dictionary data structure, user-defined functions, file handling, and advanced concepts like sorting and lambda expressions. Gain practical skills through a social media sentiment analysis project.

• Coursera
• 1 day 17 hours 47 minutes
• On-Demand
• Free Online Course (Audit)

Microcredential

Python 3 Programming

1 review

Comprehensive Python 3 programming specialization covering basics to advanced concepts. Develop practical skills through hands-on projects, API interactions, and independent problem-solving abilities.

• Coursera
• 22 weeks, 7 hours a week
• On-Demand
• Paid Course
• 5 courses

Introduction to Python Programming

1139 ratings at Coursera

Comprehensive introduction to Python programming, covering core concepts, data structures, and file operations with hands-on exercises and practical applications.

• Coursera
• 1 day 4 hours 5 minutes
• On-Demand
• Free Online Course (Audit)

Data Collection and Processing with Python

3944 ratings at Coursera

Learn to fetch and process complex nested data from Internet services using Python, including list comprehensions, requests module, and REST APIs. Build a Flickr tag recommender.

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

Python Classes and Inheritance

3624 ratings at Coursera

Learn to create and use Python classes, instances, and inheritance. Master object-oriented programming concepts and automated testing for robust code development.

• Coursera
• 19 hours 52 minutes
• On-Demand
• Free Online Course (Audit)

Big Ideas in Programming: Expressing Yourself with Python

Master Python's core concepts to express yourself digitally, create personalized stories, generate art, and write efficient code for various applications.

• Coursera
• 23 hours 42 minutes
• On-Demand
• Free Online Course (Audit)

Answering Interesting Questions with Data

Learn to scrape, manage, and visualize data from the internet using Python, SQL, and various tools. Develop skills to answer complex questions through effective data analysis and representation.

• Coursera
• 1 day 5 hours 32 minutes
• On-Demand
• Free Online Course (Audit)

Debugging: Hunting and Squashing Bugs

Improve programming skills by mastering debugging techniques, using debuggers effectively, identifying common errors, and implementing unit tests to streamline code development and problem-solving.

• Coursera
• 1 day 1 hour 27 minutes
• On-Demand
• Free Online Course (Audit)