Masterclass Machine Learning with Python- Formatech

Digital Capabilities

hours

language

English

Target Audience

Data analysts, database analysts, big data analysts, data scientists and IT professionals who wants master machine learning.

prerequisites

To attend this training, you should have experience with basic statistical analysis and basic experience in programing at least in one of the modern programing languages (C++, C#, VB.net, Java).

01 Module 1: Python Fundamentals
+

Versions and history

Zen of Python

REPL

Blocks and notation

Working with Jupyter

02 Module 2: Programing in Python
+

Hello world

Modules

Data types

Control flow

Objects

Iterables

Files and resources

Collections

03 Module 3: Machine Learning
+

Introduction to ML

Supervised learning

Decision trees

Regression

Neural networks

Unsupervised learning

04 Module 4: Data processing
+

Data preprocessing

Feature extraction

Data scaling

Normalization

Data encoding

05 Module 5: Working with ML
+

Building predictive models

Clustering

Time series

Evaluating models performance

Data visualization

minimize course outline

Masterclass Machine Learning with Python

In-Class Training

$ 1,975

Masterclass Machine Learning with Python

Online Instructor-Led Training

$ 1,580