Machine Learning & Applications: Complete Bundle

$192.00 $50.00

This bundle includes 8 courses that will immerse you in the fields of Machine Learning & Analytics by teaching you the skills used to master both theory & practice. Learn how to install Python, and then use it to perform sentiment analysis, build a recommendation system, and so much more. With over 40 hours of expert instruction, by the time you’ve completed this bundle of courses, you’ll have a firm grasp of core machine learning concepts and be on your way to applying this essential technology in your career.

Description

Highlights:

  • Discover Core Machine Learning Concepts & Build An Artificial Neural Network
  • Build a movie recommendation system in Python
  • Learn Intuitive Machine Learning Techniques by Exploring a Classic Problem
  • Use Python and the Twitter API to build your own sentiment analyzer
  • Go from beginner to intermediate level Python user
  • Apply Machine Learning techniques to Quant Trading
  • Use Principal Components Analysis to Extract Factors
  • Build Regression Models with Principal Components in Excel, R, Python
  • Understand the risks involved in regression and avoid common pitfalls
  • Use simple & multiple regression to explain variance & predict an outcome
  • Project Files & Supplemental Material included with each course

Courses included in this bundle:

  • Deep Learning & Computer Vision: An Introduction – 2 hrs
  • Recommendation Systems in Python – 4.5hrs
  • Machine Learning: Decision Trees & Random Forests – 4.5 hrs
  • Twitter Sentiment Analysis in Python – 3.5 hrs
  • Python Programming: From Beginner to Intermediate – 10.5 hrs
  • Quant Trading Using Machine Learning – 11 hrs
  • Factor Analysis – 1.5 hrs
  • Linear & Logistic Regression – 5 hrs

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