+40 256 706 057 contact@avaelgo.ro

Cluj-Napoca 6 June 2018

Workshop Machine Learning using Python

Early bird ticket 249€+TVA until May 17 2018
Full price ticket 299€+TVA from May 18 2018
Group discount (for groups of 2 or more) 269€+TVA from May 18 2018

This workshop is for all who would like to start working with Machine Learning and have a little background of Python programming

RegisterView Agenda

Learn the steps in the machine learning process. First, 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 and last, how to score (evaluate) your model.

Why attend

Attending this workshop you’ll learn how to use the power of Python to analyze data, create visualizations, and use powerful machine learning algorithms. According to Indeed reports, data scientist have been ranked as the number one job with the average salary over $120,000 in the United States. So are you ready to jump start your path to becoming a Data Scientist?

Full slides and additional resources

After the seminar they will get access to all the slides presented.

Hands-on Practice

After a short introduction into machine learning, in the rest of the workshop, we’re going to write code and practice.

Best practices

They’ll learn about the best practices of machine learning using Phyton

Ask the expert

During the training, they will be able to ask questions from our expert.

The workshop is designed for

$

junior developers

$

experienced developers looking to make the jump to Data Science

What you’ll learn

Z

what are the steps in the machine learning process

Z

how to prepare a data set before the analysis is started

Z

how to perform a data analysis process using Python and various machine learning algorithms

Z

how to choose a proper machine learning algorithm for each type of problem

Z

how to score (evaluate) your model

Agenda

Practice & theory (theory – why do we need specific algorithm + code + business explanation).

Z

Spam detection / Naive Bayes

Z

News topic, classification

Z

Tree based algorithms

Z

Logistic regression

Z

Stock price prediction, regression

Z

Diabetes prediction/use ~3 to 5 algorithms, prepare dataset, cleansing etc

Z

Best practices

Z

OPTIONAL - Advanced topics

neural networks
unsupervised learning

Prerequisites

$

The participants should have a background in Phyton programming.

$

They should have a knowledge of math on a high school level to understand the algorithms that will be presented.

Meet the Trainer

Tudor Damian Cybersecurity Awareness seminar

Damian Widera
Software engineer, Microsoft Data Platform MVP,
Microsoft Certified Trainer

Software engineer with 18+ years of professional experience in all aspects of software development.
Damian participated in a number of projects in international environments and possesses practical knowledge of procedures and tools which are necessary for successful implementation of such projects.
Now he focuses on building solutions based on Data Platform (including complex database driven systems, database administering, tuning and optimization, cloud solutions, ML).
Damian is an experienced speaker and columnist. Damian is a Microsoft Data Platform MVP for over 10 years and Microsoft Certified Trainer for 15 years. He now is also an MCSE of Data Platform. Describes himself as an energetic actor.

Get started with Machine learning using Python

Pin It on Pinterest