AI & Machine Learning
Python Machine Learning
Start machine learning in Python.
2 daysIntermediate1 modules
About this course
Start machine learning in Python. Over two days you will work in Jupyter notebooks with Python and NumPy, learn the core ideas behind machine learning and build your first models.
Curriculum
1 modules
- Python
- Jupyter notebooks
- Numpy
- Pandas
- Matplotlib
- Machine Learning concepts
- Supervised vs Unsupervised Learning
- Types of Machine Learning - Classification vs Regression
- Evaluation
- Machine Learning Methods - All in Theory and Practice
- Linear Regression
- Logistic Regression
- K Nearest Neighbors
- Support Vector Machine
- Decision Trees
- Unsupervised Learning Methods
- Feature Engineering and Data Preparation
Who it's for
Analysts and developers with Python for data science experience who want to begin machine learning.
Before you start
- Level of knowledge and experience gained from Python for Data Science
Part of these Alalamia diplomas
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