Machine Learning Algorithms

## When

This workshop will cover general Data Science methods, techniques, and tools to enable scientific discovery in the applied sciences. It will help participants in carrying out a complete **data mining **& **data modeling **process with the help of **statistical analysis**, classical **machine learning **and **visualization techniques**.

Skills development:

- Apply Jupyter Notebooks in your problem-solving environment.

- Discover how the Python programming language is used in general applied Data Science tasks.

- Make use of NumPy library for working with fundamental data structures and mathematics.

- Solve data analysis problems with the help of the Pandas library.

- Produce different data visualization plots with the help of Matplotlib and Seaborn libraries.

- Classify the main type of Machine Learning problems and identify the most used algorithms.

- Carry out Time Series Analysis and produce forecasting scenarios.