Workshop on Machine Learning using Python

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One Day Workshop @ your preferred Location
  • HyderabadSep 09 2018Pantech ProEd Details
  • MaduraiSep 09 2018Pantech ProEd Details
SKU: Workshop on Machine Learning using Python Categories: ,

Description

Course Highlights

  • Course :Workshop with complete “Hands on Training Methodology”
  • Duration :8 Hours
  • Certification :Certificate will be provided at the end of the workshop
  • Seats are filled on ‘first come first serve’ basis.
  • Registration: 8.30 AM onwards
  • Session timings:  9.00AM to 4.30PM (Break -30 to 45 Mins).
  • Tea & Snacks will be provided.
  • No accommodation will be provided.
  • College ID card Must for Registration
  • Open to all Engineering disciplines, Arts and Science and Interested

Recommendation:

It is strongly recommended to bring your own LAPTOP during the training so that you can easily practice the exercises at home/College.

Group offer (Applicable for Same College):

  • 5% Discount for Group of 5 and above.
  • 10% Discount for Group of 10 and above.

What is this course about?

The purpose of this course is to help you build your own Machine learning projects using python . Here’s what you’ll learn by hands-on sessions:

  • Introduction to Machine Learning
  • Broad Categories of Machine Learning Algorithms
  • Machine Learning Algorithms – Analysis
  • Introduction to Python Programming
  • Python Programming Session
  • Sorting and Searching Algorithms and Implementing them in Python
  • Introduction to Anaconda Python
  • Implementing machine learning algorithms in Python with a real time Dataset and comparing the efficiency of algorithms

SESSION

TIME

   CLASS TOPICS

1

9:00 to 10:00

Introduction to Machine learning, Introduction to algorithm Design, algorithmic problem solving.

              

 

****TEA BREAK****

2

10:15 to 10:45

Introduction to Python programming and Anaconda navigator.

3

10:45 to 12:00

Python Crash course:

  • Data Types.
  • Compression operators.
  • If, elif and else statement.
  • For, While Loops.
  • Range()
  • List Comprehension.
  • Functions, Lambda Expressions.
  • Map and Filter.

 

4

12:00 to 12:30

Numpy module for data analysis and Machine Learning.

 

12:30 to 1:00

****LUNCH BREAK****

5

1:00 to 1:30

Data Visualization:

  • 2D plotting with Matplotlib
  • Advanced data visualization with Seaborn

 

6

1:30 to 2:00

Exploring Data with Pandas module for Machine learning.

 

 

 

7

2:00 to 2:30

Introduction to essentials of Machine learning Algorithm.

 

 

****TEA BREAK****

8

2:45 to 4:00

Project:

  • Supervised learning
  • Unsupervised leaning.

Additional information

Weight 0.000000 kg

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