Python and Machine Learning for Complete Beginners
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
- Only basic computer knowledge needed
- Basic algebra knowledge useful, but not required
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.
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.
After working as a software developer and contractor for over 14 years for a whole bunch of companies including CSC, Proquest, SPSS and AT&T in the UK and Netherlands, I decided to work full-time as a private software trainer. After spending four years in the beautiful city of Budapest, Hungary and a year in Berlin, I now live in Italy.