Python Courses & Tutorials

Career path
Business Intelligence Data Analyst
BI Data Analysts use Python and SQL to query, analyze, and visualize data — and Tableau and Excel to communicate findings.
Includes 18 Courses
With Certificate
Beginner Friendly
50 hours
Skill path
Analyze Financial Data with Python
Level up in financial analytics by learning Python to process, analyze, and visualize financial data.
Includes 6 Courses
With Certificate
Beginner Friendly
25 hours
Skill path
Build Chatbots with Python
Build rules-based and generative AI chatbots with Python
Includes 6 Courses
With Certificate
Beginner Friendly
29 hours
Skill path
Build Python Web Apps with Flask
Learn how to code in Python, design and access databases, create interactive web applications, and share your apps with the world.
Includes 8 Courses
With Certificate
Intermediate
28 hours
Skill path
Build Deep Learning Models with TensorFlow
Use TensorFlow to build and tune deep learning models.
Includes 7 Courses
With Certificate
Intermediate
10 hours
Skill path
Master Statistics with Python
Learn the statistics behind data science, from summary statistics to regression models.
Includes 9 Courses
With Certificate
Intermediate
26 hours
Skill path
Pass the Technical Interview with Python
Learn about the computer science concepts of data structures and algorithms and build implementations of each from scratch in modern Python.
Includes 8 Courses
With Certificate
Intermediate
25 hours
Skill path
Apply Natural Language Processing with Python
Learn Python for Natural Language Processing, the field behind chatbots, search engines, and autocorrect.
Includes 8 Courses
With Certificate
Intermediate
10 hours
Skill path
Build Python Web Apps with Django
Django is an open-source Python web development framework that allows you to quickly create web apps using the plethora of tools provided.
Includes 9 Courses
With Certificate
Intermediate
13 hours
Skill path
Data Analyst Interview Preparation
Prepare for data analyst interviews from job postings to technical interviews.
Includes 7 Courses
With Certificate
Intermediate
3 hours
Skill path
Data Scientist Interview Preparation
Prepare for the data science interview process, from navigating job postings to passing the technical interview.
Includes 8 Courses
With Certificate
Intermediate
3 hours
Skill path
Fundamental Math for Data Science
Build the mathematical skills you need to work in data science.
Includes 8 Courses
With Certificate
Beginner Friendly
12 hours
Skill path
Feature Engineering
Machine learning is only as good as its training data. Learn how to process data properly before training your models.
Includes 4 Courses
With Certificate
Intermediate
6 hours
Skill path
Software Engineering for Data Scientists
Data Scientists often work with engineering teams. Learn the software engineering skills you need to bridge the gap between data science and
Includes 7 Courses
With Certificate
Intermediate
22 hours
Skill path
Intermediate Machine Learning
Level up your machine learning skills with tuning methods, advanced models, and dimensionality reduction.
Includes 5 Courses
With Certificate
Intermediate
8 hours
Skill path
Learn Python for Data Science
Get started with Python for Data Science in this beginner-friendly skill path.
Includes 5 Courses
With Certificate
Beginner Friendly
16 hours
Skill path
Data and Programming Foundations for AI
Learn the coding, data science, and math you need to get started as a Machine Learning or AI engineer.
Includes 9 Courses
With Certificate
Beginner Friendly
38 hours
Skill path
Visualize Data with Python
Learn to make effective data visualizations in Python with Matplotlib and Seaborn.
Includes 6 Courses
With Certificate
Beginner Friendly
7 hours
Skill path
Build a Machine Learning Model
Learn to build machine learning models with Python.
Includes 10 Courses
With Certificate
Beginner Friendly
23 hours
Skill path
Analyze Data with Python
Learn to analyze and visualize data using Python and statistics.
Includes 8 Courses
With Certificate
Intermediate
13 hours
Course
Learn Python 3
Learn the basics of Python 3.12, one of the most powerful, versatile, and in-demand programming languages today.
With Certificate
Beginner Friendly
23 hours
Free course
Learn Python 2
Learn the basics of the world's fastest growing and most popular programming language used by software engineers, analysts, data scientists, and machine learning engineers alike.
Beginner Friendly
17 hours
Free course
Getting Started with Python for Data Science
Work hands-on with real datasets while learning Python for data science.
Beginner Friendly
7 hours
Free course
Python for Programmers
An introduction to the basic syntax and fundamentals of Python for experienced programmers.
Intermediate
3 hours
Course
Learn Intermediate Python 3
Learn Intermediate Python 3 and practice leveraging Python’s unique features to build powerful, sophisticated applications.
With Certificate
Intermediate
20 hours
Free course
Machine Learning: Introduction with Regression
Get started with machine learning and learn how to build, implement, and evaluate linear regression models.
Beginner Friendly
3 hours
Free course
Learn Intermediate Python 3: Object-Oriented Programming
Learn how to utilize one of the most popular programming paradigms - Object-Oriented Programming.
Intermediate
2 hours
Course
Learn Data Structures and Algorithms with Python
Learn what data structures and algorithms are, why they are useful, and how you can use them effectively in Python.
With Certificate
Intermediate
26 hours
Course
Learn Data Analysis with Pandas
Learn the basics of Pandas, an industry standard Python library that provides tools for data manipulation and analysis.
With Certificate
Intermediate
6 hours
Free course
Intro to Language Models in Python
Build the basic language models in Python.
Intermediate
4 hours
Course
OpenAI API Coding with Python
Leverage the OpenAI API within your Python code. Learn to import OpenAI modules, use chat completion methods, and craft effective prompts.
With Certificate
Intermediate
1 hour
Free course
Intro to Data Visualization with Python
Learn how to use Matplotlib to clarify your data with meaningful charts and other data visualizations.
Beginner Friendly
3 hours
Free course
Learn Raspberry Pi: Electronics
Blend hardware and software with digital electronics and Raspberry Pi.
Beginner Friendly
1 hour
Course
Learn Web Scraping with Beautiful Soup
Can't download the data you need? Learn how to pull data right from the page by web scraping with the Python library Beautiful Soup.
With Certificate
Intermediate
2 hours
Free course
Intro to PyTorch and Neural Networks
Learn how to use PyTorch to build, train, and test artificial neural networks in this course.
Intermediate
3 hours
Free course
Python for Data Science: Working with Data
Learn loops, control flow, and functions while working hands-on to merge, aggregate, and analyze real-world datasets.
Beginner Friendly
9 hours
Free course
Build Connect Four Using Python
Put your Python knowledge to the test by creating a fully interactive Connect Four game!
Beginner Friendly
< 1 hour
Free course
Introduction to Big Data with PySpark
See how big data is used across different industries and learn how to work with big data using PySpark!
Beginner Friendly
4 hours
Free course
Discrete Math
Explore set operations, proofs, recursion, and more in this introduction to discrete math — the math of computer science!
Intermediate
5 hours
Course
Learn Statistics with Python
Learn how to calculate and interpret several descriptive statistics using the Python library NumPy.
With Certificate
Beginner Friendly
4 hours
Course
Learn Advanced Python 3
Learn the basics of functional programming, concurrent programming, deployment, and more in this advanced Python course.
With Certificate
Advanced
6 hours
Course
Getting Started with Natural Language Processing
Humans communicate with language, but computers communicate with data. Discover how to translate between the two in this course.
With Certificate
Beginner Friendly
1 hour
Free course
Learn Flask: Fundamentals
Build your first Flask app, a web framework that allows you to build fully-featured web applications using Python.
Intermediate
2 hours
Course
How to Clean Data with Python
Learn the basics of regular expressions and how to pull and clean data from the web with Python.
With Certificate
Intermediate
3 hours
Free course
Linear Algebra
Learn about linear algebra and how to perform operations with matrices and vectors.
Beginner Friendly
1 hour
Free course
Machine Learning: Random Forests & Decision Trees
Learn how to build decision trees and then build those trees into random forests.
Beginner Friendly
3 hours
Free course
Learn Intermediate Python 3: Exceptions and Unit Testing
Learn to maintain a healthy codebase by creating unit tests using Python's built-in `unittest` framework.
Intermediate
4 hours
Free course
Learn Raspberry Pi
Learn the basics of Raspberry Pi, the world-famous credit card sized computer, and the Linux operating system.
Beginner Friendly
2 hours
Free course
Machine Learning: Logistic Regression
Predict the probability that a datapoint belongs to a given class with Logistic Regression.
Beginner Friendly
3 hours
Free course
Linear Regression in Python
Learn how to fit, interpret, and compare linear regression models in Python.
Intermediate
6 hours
Free course
Learn Intermediate Python 3: Functions, Namespaces, and Scope
Dive deeper into the unique ways to utilize functions to create cleaner and more efficient software.
Intermediate
4 hours
Course
Learn the Basics of Blockchain with Python
Learn beginner blockchain concepts and create your own mini blockchain using Python 3 code.
With Certificate
Beginner Friendly
2 hours
Free course
Probability
Learn the fundamentals of probability and how to quantify and visualize uncertainty.
Beginner Friendly
4 hours
Course
Learn Statistics with NumPy
Learn about NumPy, a Python library used to store arrays of numbers, organize large amounts of data, and perform statistical calculations.
With Certificate
Intermediate
4 hours
Free course
Intro to Deep Learning with TensorFlow
Build basic deep learning models in TensorFlow.
Intermediate
4 hours
Free course
Data Visualization with Python: Seaborn
Turn pandas DataFrames into publication-ready visualizations using Seaborn.
Beginner Friendly
2 hours
Free course
Machine Learning: Artificial Intelligence Decision Making with Minimax
Teach computers how to make decisions and play games with the Minimax Algorithm!
Advanced
2 hours
Free course
Learn Intermediate Python 3: Iterators and Generators
Learn how to create and implement your own iterators and generators in Python.
Intermediate
4 hours
Course
Exploratory Data Analysis in Python
Learn how to use exploratory data analysis (EDA) techniques in Python to evaluate, summarize, and visualize your data.
With Certificate
Beginner Friendly
5 hours
Free course
Machine Learning: K-Nearest Neighbors
Sharpen your machine learning skills by learning how to prepare, implement, and assess the K-Nearest Neighbors algorithm.
Beginner Friendly
3 hours
Course
Learn Flask
Learn how to create fully-featured, interactive web applications with Flask, the Python framework.
With Certificate
Intermediate
12 hours
Free course
Machine Learning: Perceptrons
Level up your machine learning skills by learning how to build perceptrons: the foundations of neural networks.
Beginner Friendly
1 hour
Free course
Learn Advanced Python 3: Database Operations
Learn how to perform database operations in Python using the sqlite3 module.
Advanced
1 hour
Free course
Learn Flask: Jinja2 Templates and Forms
Inject Python into HTML using templates and collect user data with forms.
Intermediate
4 hours
Course
PyTorch for Classification
Build AI classification models with PyTorch using binary and multi-label techniques.
With Certificate
Beginner Friendly
3 hours
Course
Technical Interview Practice with Python
Hone your coding skills by practicing with industry standard technical interview problems!
With Certificate
Intermediate
6 hours
Free course
Discrete Math: Binary and Bases
Learn about binary, octal, decimal, and hexadecimal bases and how to conduct conversions to and from each one.
Beginner Friendly
1 hour
Free course
Getting Started Off-Platform for Data Science
Learn how to setup Jupyter Notebooks and PostGRESQL and run data science projects on your own computer locally!
Beginner Friendly
1 hour
Free course
Learn Intermediate Python 3: Sets and Specialized Collections
Learn how to create more dynamic and efficient programs with specialized Python collections and set operations.
Intermediate
5 hours
Free course
Learn Advanced Python 3: Concurrency
Learn how to use concurrent programming to implement code more efficiently.
Advanced
1 hour
Free course
Data Visualization with Python: Visual Arguments
Learn good design principles for telling a visual story with data using Matplotlib.
Beginner Friendly
2 hours
Course
Language Models in Python: Basic Chatbots
Build rules- and retrieval-based chatbots in Python.
Intermediate
6 hours
Free course
Differential Calculus
Learn about calculus, including how to analyze functions using limits and derivatives.
Beginner Friendly
1 hour
Free course
Analyze Taylor Swift Lyrics with Python Case Study
Use sentiment analysis and natural language processing to analyze Taylor Swift's lyrics.
Beginner Friendly
< 1 hour
Free course
Machine Learning: Clustering with K-Means
Level up your machine learning skills by using unsupervised learning to find patterns hidden in data.
Beginner Friendly
2 hours
Course
Generating Text with PyTorch
Learn how to use Python to build text generation models based on neural networks like RNNs and LSTMs in this PyTorch tutorial.
With Certificate
Intermediate
1 hour
Free course
Learn Advanced Python 3: Functional Programming
Learn how to use functional programming to create clean, efficient programs.
Advanced
2 hours
Free course
Learn Raspberry Pi: Command Line
Use the command line to discover more about the Linux operating system and the Raspberry Pi.
Beginner Friendly
1 hour
Free course
Analyze NFL Stats with Python Case Study
Use NFL team statistics to model game winners and discover the most important team-level stats
Beginner Friendly
1 hour
Course
Learn Recursion with Python
Recursion gives you a new perspective on problem-solving by defining a problem in terms of itself.
With Certificate
Intermediate
3 hours
Course
Learn Advanced Algorithms and Data Structures with Python
Learn advanced algorithms and data structures to improve your developer skills!
With Certificate
Advanced
6 hours
Free course
Discrete Math: Proofs
Learn how to verify theorems and dive into induction, strong induction, and other types of proofs.
Beginner Friendly
1 hour
Free course
Learn Advanced Python 3: Logging
Learn how to use logs in Python to help debug and track your software.
Advanced
1 hour
Free course
Learn Flask: Databases
Create persistent Flask apps by learning how to set up a database and create, read, update, and delete data in the database.
Intermediate
3 hours
Course
Deep Learning with TensorFlow: Image Classification
Classify image data with deep learning.
Intermediate
2 hours
Free course
Build a Machine Learning Pipeline
Learn how to build machine pipelines that automate your workflow and keep everything consistent.
Intermediate
1 hour
Course
Intro to Regularization with Python
Improve machine learning performance with regularization.
Intermediate
2 hours
Course
Finetuning Transformer Models
Master the art of LLM finetuning with LoRA, QLoRA, and Hugging Face. Learn how to prepare, train and optimize models for specific tasks efficiently.
With Certificate
Intermediate
3 hours
Course
Language Models in Python: Generative Text
Learn how to generate and translate text using deep learning.
With Certificate
Intermediate
1 hour
Free course
Learn Advanced Data Structures with Python: Trees
Learn how to use tries and binary indexed trees for efficient search implementations.
Advanced
1 hour
Free course
Learn Flask: Accounts and Authentication
Add personalization and security to Flask apps with accounts and authentication.
Intermediate
2 hours
Course
Text Preprocessing
Learn to clean text with Python 3 using regular expressions (regex) and NLTK.
With Certificate
Intermediate
2 hours
Course
Language Models in Python: Generative Chatbots
Build chatbots in Python using deep learning.
Intermediate
1 hour
Course
Language Parsing
Apply regular expressions (regex) and other natural language parsing tactics to find meaning and insights in the texts you read every day.
With Certificate
Intermediate
2 hours
Free course
Learn Raspberry Pi: Introduction
Dive into Raspberry Pi and get to know the power of this credit card-sized computer.
Beginner Friendly
< 1 hour
Course
Learn Complex Data Structures
Discover and design new data structures that follow abstract rule-based systems by building out graphs, hash-maps, and heaps.
With Certificate
Intermediate
7 hours
Course
Hypothesis Testing with Python
Learn how to plan, implement, and interpret different kinds of hypothesis tests in Python.
With Certificate
Intermediate
6 hours
Free course
Discrete Math: Counting Theory
Learn about counting theory and its relevance to computer science, and dive into the pigeonhole principle.
Beginner Friendly
< 1 hour
Free course
Analyze Traffic Safety Data with Python Case Study
Create data visualizations of traffic data from the last two decades and model the relationship between smartphones and collision rates.
Beginner Friendly
1 hour
Free course
Discrete Math: Sets and Set Operations
Learn about sets and set operations and their relevance to computer science.
Beginner Friendly
1 hour
Course
Learn Sorting Algorithms with Python
Learn about the usefulness and efficiency of computational sorting by implementing different sorting algorithms yourself.
With Certificate
Intermediate
3 hours
Free course
Learn Intermediate Python 3: Resource Management
Learn how to harness the power of Python context managers to make your programs more efficient and secure.
Intermediate
2 hours
Free course
Learn Advanced Data Structures with Python: Deques
Learn how to leverage the power of double-ended queues (deques) in Python.
Advanced
< 1 hour
Free course
Learn How to Use AI for Data Analysis
Ready to learn how to use AI for data analysis in Python? We’ll show you how to use AI like ChatGPT or Gemini as your own personal analytics assistant.
Intermediate
< 1 hour
Free course
Discrete Math: Sequences and Summations
Learn about sequences and summations and their relevance in computer science.
Beginner Friendly
1 hour
Course
Linear Data Structures
Learn about virtualization of computer memory by building the fundamental data structures of computer science: lists, stacks, and queues.
With Certificate
Intermediate
4 hours
Free course
Discrete Math: Congruences
Learn about congruences, the procedures for solving them, and their relevance to cryptography.
Beginner Friendly
1 hour
Free course
Ensemble Methods in Machine Learning
Explore bagging, boosting, stacking, and more in this introduction to ensemble methods in machine learning.
Intermediate
2 hours
Free course
Discrete Math: Permutations and Combinations
Learn about permutations and combinations and their relevance to computer science.
Beginner Friendly
1 hour
Free course
Discrete Math: Recurrence Relations
Learn about recurrence relations and dive deeper into recursion and dynamic programming.
Beginner Friendly
1 hour
Course
Learn Hardware Programming with CircuitPython
Learn how to code for various electronic devices in this introduction to hardware programming with CircuitPython.
With Certificate
Beginner Friendly
2 hours
Free course
Learn Advanced Algorithms with Python: Hamiltonian Algorithms
Learn about Hamiltonian paths and cycles and how to find both in Python.
Advanced
< 1 hour
Course
How to Implement Search Algorithms with Python
Finding the data you are looking for in a data set is an important skill: get started with two common approaches.
With Certificate
Intermediate
2 hours
Course
Deep Learning with TensorFlow: Classification
Build deep learning models to classify data.
Intermediate
2 hours
Free course
Learn Recommender Systems
Leverage machine learning to make recommendations with recommender systems.
Intermediate
< 1 hour
Free course
Learn Advanced Algorithms with Python: String Searching Algorithms
Learn about two powerful string searching methodologies: the Rabin-Karp algorithm and the Knuth-Morris-Pratt algorithm.
Advanced
3 hours
Course
Intro to Hyperparameter Tuning with Python
Improve machine learning models with hyperparameter tuning.
Intermediate
1 hour
Free course
Learning Django Using Generative AI Help
Learn Django using generative AI tools. Dive into Django's MTV architecture, use AI tools for project setup, and create a robust web application.
Beginner Friendly
2 hours
Free course
Creating Django Views & Models
Master Django views and models using generative AI. Incorporate dynamic content, Bootstrap theming, and SQLite database integration for robust web apps.
Intermediate
2 hours
Free course
Prompt Engineering to Build a Django App
Develop real-world applications using Django with generative AI tools. Learn database interaction, data modification, and UI creation with HTML templates.
Intermediate
2 hours

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Python courses

Level

Price

Type

Average time to complete

Projects

Python courses

Business Intelligence Data Analyst

Analyze Financial Data with Python

Build Chatbots with Python

Build Python Web Apps with Flask

Build Deep Learning Models with TensorFlow

Master Statistics with Python

Pass the Technical Interview with Python

Apply Natural Language Processing with Python

Build Python Web Apps with Django

Data Analyst Interview Preparation

Data Scientist Interview Preparation

Fundamental Math for Data Science

Feature Engineering

Software Engineering for Data Scientists

Intermediate Machine Learning

Learn Python for Data Science

Data and Programming Foundations for AI

Visualize Data with Python

Build a Machine Learning Model

Analyze Data with Python

Learn Python 3

Learn Python 2

Getting Started with Python for Data Science

Python for Programmers

Learn Intermediate Python 3

Machine Learning: Introduction with Regression

Learn Intermediate Python 3: Object-Oriented Programming

Learn Data Structures and Algorithms with Python

Learn Data Analysis with Pandas

Intro to Language Models in Python

OpenAI API Coding with Python

Intro to Data Visualization with Python

Learn Raspberry Pi: Electronics

Learn Web Scraping with Beautiful Soup

Intro to PyTorch and Neural Networks

Python for Data Science: Working with Data

Build Connect Four Using Python

Introduction to Big Data with PySpark

Discrete Math

Learn Statistics with Python

Learn Advanced Python 3

Getting Started with Natural Language Processing

Learn Flask: Fundamentals

How to Clean Data with Python

Linear Algebra

Machine Learning: Random Forests & Decision Trees

Learn Intermediate Python 3: Exceptions and Unit Testing

Learn Raspberry Pi

Machine Learning: Logistic Regression

Linear Regression in Python

Learn Intermediate Python 3: Functions, Namespaces, and Scope

Learn the Basics of Blockchain with Python

Probability

Learn Statistics with NumPy

Intro to Deep Learning with TensorFlow

Data Visualization with Python: Seaborn

Machine Learning: Artificial Intelligence Decision Making with Minimax

Learn Intermediate Python 3: Iterators and Generators

Exploratory Data Analysis in Python

Machine Learning: K-Nearest Neighbors

Learn Flask

Machine Learning: Perceptrons

Learn Advanced Python 3: Database Operations

Learn Flask: Jinja2 Templates and Forms

PyTorch for Classification

Technical Interview Practice with Python