AI Workshops
MachineTrain is conducting 2 part series of workshops to educate people on the basics of programming, and use of data analytics, machine learning algorithms applied in various environments.
All the workshops will include hands-on programming activities to enable easy understanding of concepts and increase interest in the topics.
The target audience is anybody who is interested in learning to code and learn machine learning skills and wish to apply them to create applications will not violate personal privacies and make the world a better place.
Part I - Data Analytics with Python
Python is the most simplest language for learning Data Analytics and Machine learning. This workshop will teach programming concepts and hands-on practice exercises..
Data Analytics - Data is analyzed to identify patterns and relations using modules in python and Jupyter Notebook
Topics covered:
Statistics, Data Frames, Visualization with graphs, Data organization, collection, extraction
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Part II - Machine Learning Concepts
Machine Learning is the science of programming computers to learn from data. This workshop will include hands-on exercises that will demonstrate use of the various ML algorithms
Topics include
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Data Cleaning
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Feature Engineering
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ML algorithms - Regressing, Decision Trees, Clustering
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Performance Evaluation
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Scikit-learn modules
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Build AI application
Prerequisite : Python and Data Analytics