Free U-M Access
Course
Introduction to Data Science in Python
Learn Python basics and explore data manipulation using Pandas to clean, analyze, and visualize tabular data.
Search Michigan Online
Availability
Cost
Duration
Subject
Type
Showing 26–50 of 60 items
-
4 weeks
-
Free U-M Access Course4 weeksApplied Text Mining in Python
Master text cleaning, classification, and topic modeling using Python and NLP to extract meaning from large text datasets.
-
Free U-M Access Course4 weeksFitting Statistical Models to Data with Python
Learn to fit statistical models using Python and apply regression, Bayesian, and mixed-effects methods to real data.
-
Free U-M Access Course5 weeksDesign Computing: 3D Modeling in Rhinoceros with Python/Rhinoscript
Learn Python and Rhino scripting to create computational design workflows and generate geometric forms through coding and procedural design.
-
Free U-M Access Course1 weekLlama for Python Programmers
Learn how to integrate Meta’s Llama 2 into Python workflows using prompting, quantization, and open-source LLMs for generative AI.
-
Free U-M Access Course3 weeksData Collection and Processing with Python
Retrieve and process complex web data using Python APIs, list comprehensions, and build a real-world tag recommendation system.
-
Free U-M Access Course4 weeksEstructuras de Datos con Python
Este curso presentará las estructuras de datos centrales del lenguaje de programación Python. Pasaremos por los conceptos básicos de la programación de procedimientos y exploraremos cómo podemos usar
-
Free U-M Access Course4 weeksStatistics with Python Using NumPy, Pandas, and SciPy
Apply Python and scientific libraries like NumPy and SciPy to solve statistical problems and explore probability, distributions, and relationships in data.
-
Free U-M Access Course Series32 weeksPython for Everybody
Build foundational Python skills for data analysis, web applications, and practical computing tasks.
-
Free U-M Access Course Series20 weeksApplied Data Science with Python
Develop data science skills in Python, including data wrangling, visualization, machine learning, and applied analytics.
-
Free U-M Access Course Series21 weeksPython 3 Programming
Learn Python 3 programming fundamentals for problem-solving, software development, and automation.
-
Free U-M Access Course Series12 weeksStatistics with Python
Use Python to perform statistical analysis, test hypotheses, and interpret real-world data effectively.
-
Free U-M Access Course Series16 weeksCreative Coding: Hands-On Python
Use Python for creative coding projects that blend programming, visual art, interactivity, and computational thinking.
-
Free U-M Access Course SeriesPython для всех
This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, an
-
Free U-M Access Course Series
Барлығына арналған Python
This Specialization builds on the success of the Python for Everybody course and will introduce fundamental programming concepts including data structures, networked application program interfaces, an
-
Free U-M Access Course Series16 weeksData-Oriented Python Programming and Debugging
Strengthen Python programming with data structures, problem-solving strategies, and effective debugging techniques.
-
Free U-M Access Course Series14 weeksMore Applied Data Science with Python
Advance Python data science skills with deeper machine learning, text mining, and applied analytics techniques.
-
Free U-M Access Course4 weeksThe Power of Object-Oriented Programming
Learn to write and understand object-oriented programs in Python using real-world modeling and creative coding projects.
-
Free U-M Access Course5 weeksWeb Application Technologies and Django
Learn web application fundamentals using Django, covering HTTP, HTML, MVC, and live deployment techniques.
-
Free U-M Access Course8 weeksBuilding Web Applications in PHP
Explore database modeling, SQL, and Django’s ORM to build scalable, interactive web applications using Python.
-
Free U-M Access Course4 weeksIntroduction to 3D Modeling
Learn to use Python in Rhino 3D to create complex geometric forms through procedural logic and design computation.
-
Free U-M Access Course5 weeksIntroduction to Machine Learning in Sports Analytics
Apply machine learning techniques to real sports data to analyze, predict outcomes, and enhance performance analytics.
-
Free U-M Access Course5 weeksPrediction Models with Sports Data
Use logistic regression and Python to model and predict sports outcomes while examining analytics in gambling and society.
-
Free U-M Access Course4 weeksNumPy and Pandas Basics for Future Data Scientists
Learn NumPy and pandas to manipulate arrays and write efficient Python code for numerical computing and data analysis.
-
Free U-M Access Course3 weeksAI-Powered Data Analysis: A Practical Introduction
Learn to use AI tools like ChatGPT to analyze, visualize, and interpret data for real-world applications and projects.
