Python and Machine Learning for Complete Beginners
Год выпуска: 3/2023
Производитель: Udemy
Сайт производителя:
https://www.udemy.com/course/python-machine-learning-beginners/
Автор: John Purcell
Продолжительность: 43h 36m 17s
Тип раздаваемого материала: Видеоурок
Язык: Английский
Субтитры: Отсутствуют
Описание:
Become Part of the Artificial Intelligence Revolution
What you'll learn
- Learn how to program in Python
- Discover machine learning
- Use artificial intelligence in your programs
- Learn how to analyse data and make predictions
Requirements
- Only basic computer knowledge needed
- Basic algebra knowledge useful, but not required
Description
This course teaches you computer programming in Python from scratch, and also the basics of machine learning in Python.
With this course you can become part of the Artificial Intelligence revolution.
You'll learn:
- How to write programs in Python
- The basics of desktop programming in Python
- Object-oriented programming and functional programming techniques
- How to use machine learning techniques in your code
- The basics of visualising and analysing data
- Numpy, Pandas, Matplotlib, scikit-learn, Keras and more
- Powerful prediction and classification techniques "naive Bayes" and decision trees.
- How to use ML techniques to make predictions about data series, spot clusters in data, automatically classify data samples and recognise handwritten digits.
Whether you're a complete beginner with coding or already know some Python or another language, this course can help give you modern computer skills to the point where you could apply for Python jobs, where available.
Python is one of the
most popular programming languages today and is especially popular because of its support for machine learning and
artificial intelligence.
This courses takes you all the way from writing your first "hello world" Python program to being able to write complex programs incorporating artificial intelligence techniques in which your software can automatically learn how to complete tasks.
I'll type all code right in front of you and explain how it works, breaking down programming and mathematical concepts into simple steps, and with suggested exercises throughout.
Who this course is for:
- Complete beginners with computer programming
- Existing programmers who want to improve their Python knowledge or learn Python
- Python programmers who want to learn how to use AI/ML in their programs.
Формат видео: MP4
Видео: avc, 1280x720, 16:9, 30.000 к/с, 1377 кб/с
Аудио: aac lc, 44.1 кгц, 128 кб/с, 2 аудио
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