EncartaLabs

Machine Learning With Python

( Duration: 5 Days )

Machine Learning With Python training course is designed for people who are already working with Big Data and analysing large statistical sets. By attending this course delegates will learn what an effective Machine Learning approach looks like in an organisation. They will learn to understand different models of Machine Learning and how to implement them. Also covered is how to validate the statistical quality and the metrics attached to that data and how to implement them practically using Python.

By attending Machine Learning With Python workshop, delegates will:

  • Perform data preparation using R or Python
  • Build machine learning models using R or Python
  • Perform simulation using R or Python
  • Perform cross validation and evaluate a machine learning model

  • Must be comfortable with mathematical and logical way of thinking
  • Familiar with basic programming knowledge: variables, control flow, scope and functions
  • Prior experience with Python will be an advantage

This Machine Learning With Python course is aimed at fledging Machine Learning practitioners, and data analysts who wish to gain more in depth knowledge of Machine Learning.

COURSE AGENDA

1

Machine Learning: Method

2

Introduction to Python

3

Data Preparation in Python

4

Machine Learning: Regression

5

Introduction to Mathematics

6

Mathematics of Machine Learning

7

Machine Learning Algorithms

8

Probability and Statistics

9

Python Machine Learning

10

Clustering in Python

11

Decision Trees in Python

12

Deep Learning in Python

13

Evaluating ML algorithms

14

Choosing ML algorithms: Cross Validation

15

Ensemble Modelling

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 3,500 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 20,000 corporate candidates across india and abroad
  • All our trainings are conducted in workshop mode with more focus on hands On

View our other course offerings by visiting www.encartalabs.com/course-catalogue

Contact us for delivering this course as a public/open-house workshop for a group of 10+ candidates at our venue

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