Machine Learning Bootcamp- Predictive Analysis on Python



Machine Learning  Bootcamp – Predictive Analysis on Python

Berlin, November 28th, 2018 (The exact location will be updated in October) instructed by Dr. Stylianos Kampakis

The purpose of this Bootcamp is to teach how to use Python and machine learning in order to learn predictive analysis of your product. It takes you through all the steps, from collecting data using a web crawler to making profitable bets based on your predicted results.

  • Intro to Python and Pandas.
  • Instructions on how to build a crawler in Python for the purpose of getting stats.
  • Data wrangling.
  • Using machine learning for predictions.


1) Design and code a machine learning pipeline in Python for predicting outcomes.

2) Build and use a web crawler in Python to extract the data from online sources.

3) Understand all the concepts and pitfalls of prediction analysis


Module 1: Introduction
Module 2: Python and Pandas primer
Module 3: Data crawling
Module 4: Model testing and metrics
Module 5: Data analysis

Agenda :

  • 09:00 – 10:00 Registration
  • 10:00 – 12:30 Masterclass
  • 12:30 – 14:00 Lunch
  • 14:00 – 17:30 Masterclass
  • 17:30 – 18:00 Sponsor Talks


We will send out the class materials as well as required library 2 weeks before the class, please follow the instruction and get the environment ready before coming to class.

Who should attend?

  • Data Analyst
  • Developers and Software engineers
  • Business Intelligence (BI)
  • Junior Data Scientist


What will participants need to know or do before starting this course?

The course assumes that students do not know Python or machine learning, but that they do have some familiarity with basic programming concepts or languages. Therefore, experience in Python or Machine Learning is not required but will help.


Why should you come to in-person training instead of online?

It allows you to learn from an experienced trainer directly and raise your questions right away also the trainer will be up to the questions on Github after the Bootcamp.

Which level is the Bootcamp? 

This is not for the beginner, but in order to understand better the level of the students, we will send a survey to fill in 3 weeks before the Bootcamp so that we know better exactly which part we shall be more focused ? Which part can we skip?

The seats are limited to 15 people only, sign up NOW.

¹ Dr. Stylianos Kampakis is an expert data scientist (with a decade of experience), member of the Royal Statistical Society, an honorary research fellow at the UCL Centre for Blockchain Technologies and startup consultant living and working in London. A natural polymath, with degrees in Psychology, Artificial Intelligence, Statistics, Economics and a PhD in Computer Science from University College London he loves using his broad skillset to solve difficult problems. You can learn more about his work at

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