Course Description
Learn ranking search results with the machine learning and popular programming language Python and Elastic Search.
Build a strong foundation in Machine Learningwith this tutorial for intermediate programmers.
Understanding of Search Ranking
Leverage Machine Learning to rank search results
Use PyCharm and Python for programming
Use LAMBDAMART, LAMBDANET, RANKNET Machine Learning Algorithms for ranking Search results
Use RankLib to train ranking models
Use Learning To Rank Plug to configure and collect features
A Powerful Skill at Your FingertipsLearning the fundamentals of ranking search results puts a powerful and very useful tool at your fingertips. Python and Elastic Search are free, easy to learn, has excellent documentation.
Jobs in machine learning area are plentiful, and being able to learn ranking search results with machine learningwill give you a strong edge.
Machine Learning is becoming very popular. Alexa, Siri, IBMDeepBlue and Watson are some famous example of Machine Learning application. Ranking search results is vital in information retrieval. Learning ranking search results with machine learningwill help you become a machine learning developer which is in high demand.
Big companies like Google, Bloomberg, Microsoft, and Yahooalready using ranking search results with machine learningin information retrieval and social platforms. They claimed that using Machine Learning and ranking search results has boosted productivity of entire company significantly.
Content and Overview
This course teaches you on how to rank search results using open source Python and Elastic Searchframework. You will work along with me step by step to build following answers
Introduction to Search Ranking
Introduction to Search Ranking using Machine Learning
Build an application step by step using Learning to Rank plug in, Elastic Search, Python and demo application from Open Source connections
Feature Engineering
Collect Features
Train Models
Evaluate Models
Learn use cases of ranking search results with machine learning
What am I going to get from this course?
Learn ranking search results and Machine Learning programming from professional trainer from your own desk.
Over 10lecturesteaching you ranking search resultsprogramming
Suitable for intermediate programmers and ideal for users who learn faster when shown.
Visual training method, offering users increased retention and accelerated learning.
Breaks even the most complex applications down into simplistic steps.
Note: Please note that I am using short documents in this example to illustrate concepts. You can use same code for longer documents as well.
