All you need to know about Weka in just 30 mins
4.0 (7 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
667 students enrolled

All you need to know about Weka in just 30 mins

ML | Data Science | Feature Engineering
4.0 (7 ratings)
Course Ratings are calculated from individual students’ ratings and a variety of other signals, like age of rating and reliability, to ensure that they reflect course quality fairly and accurately.
667 students enrolled
Created by Dipnarayan Das
Last updated 4/2020
English
Current price: $11.99 Original price: $19.99 Discount: 40% off
10 hours left at this price!
30-Day Money-Back Guarantee
This course includes
  • 31 mins on-demand video
  • 1 article
  • 2 downloadable resources
  • Full lifetime access
  • Access on mobile and TV
  • Certificate of Completion
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What you'll learn
  • You will learn basic concept of Machine learning, Data science, Feature Engineering. Also in this course you will know, how to use Weka for classification, clustering and visualization of your pre-processed data. In this video I will show hands on feature extraction from raw data using Python. Also show pre-processed model evaluation using Weka. Finally will show a solution to memory related issue at Weka.
Requirements
  • Basic concept of Machine Learning
Description

In 30 minutes I will show how to use Weka. What is feature engineering and how to generate feature set. How to load feature set in Weka. Which formats of feature set are supported by Weka. What classifiers available at weka and how to use them. How to install third party classifiers in Weka. How to visualize your pre-processed data.

Bonus: How to solve memory related issue in time of running Weka.

Who this course is for:
  • Beginner Python, Machine Learning & Data Science Students
Course content
Expand 5 lectures 30:41
+ All about Weka
5 lectures 30:41

Brief description of Weka

Preview 01:01

What is feature set, feature engineering?

How feature set is made?

How to load feature set into Weka?

What are the different formats of feature set supported by Weka.

Feature set generation
12:23

Which ML classifiers are available at Weka?

How to do classification, clustering and visualization?

How to install third party classifiers into Weka?

Machine Learning Classifiers, Clustering, Data Visualization
13:43

How to increase the heap size of Weka?

Solution of memory problem
03:32
Links to Machine Learning and Data Science Resources
00:02