17. Januar 2019 - 9:00 bis 17:00
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SQLSatLinz - Workshop - Machine Learning & Python Workshop (Damian Widera) | Tabakfabrik Linz | Donnerstag, 17. Januar 2019

The Machine Learning + Python workshop would look like this:
* Getting started with ML and Python. What do you need to have? What do you need to install?
* Practice & theory (theory - why do we need specific algorithm + code + business explanation)
* spam detection / Naive Bayes
* news topic/classification
* tree based algorithms
* logistic regression * stock price prediction/regression
* diabetes prediction/use ~3 to 5 algorithms, prepare dataset, cleansing etc.
* best practices
* plus if we have time - advanced topics (neural networks, unsupervised learning etc.)
 
Powerpoint needed for theory explanation (how the algorithm works + some maths - sorry, we have to do this) 90% of time
 
Information:
Are you ready to start your path to becoming a Data Scientist! 
I am going to learn you how to use the power of Python to analyze data, create visualizations, and use powerful machine learning algorithms!
Data Scientist has been ranked the number one job with the average salary over $120,000 in the United States according to Indeed!
Data Science is an interesting career that allows you to solve some of the world's most interesting problems!
 
What you will learn:
- what are the steps in the machine learning process
- how to prepare a data set before the analysis is started
- how to perform a data analysis process using Python and various machine learning algorithms
- how to choose a proper machine learning algorithm for each type of problem
- how to score (evaluate) your model
 
 
Target audience:
This workshop is designed for both beginners with some programming experience or experienced developers looking to make the jump to Data Science! You should have a knowledge of math on a high school level to understand the algorithms that I am going to present.