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Did you know that Target predicts customer pregnancy from shopping behavior, increasing prospect customers by 30%? Ever wondered how Amazon, Facebook, LinkedIn and Netlflix make accurate recommendations to you about products, friends, personal connections and movies? Do you know law enforcement agencies in some states are fighting crime by predicting it and preventing it before it happens? Amazon has recently filed a patent on ‘Anticipatory Shipping‘; Does it sound too good to be true?

This course will help you understand all of this and more. More than that, this course will enable you to create models for real-world predictive analytics problems like the ones you discussed above. At the end of the course, you will form teams and will compete against the best data scientists in the world in a Kaggle competition.

Got questions? Sign up for a free informational session.

Upcoming Course

June 24-25th | 8:30 am – 5:30 pm | Bellevue, WA

20% OFF before June 15th. Use coupon code EARLYBIRD

Teaching Team

Raja Iqbal
Raja Iqbal
Yuan Liu
Yuan Liu

Fahad Shah
Fahad Shah
David Lockhart
David Lockhart

Muhammad Shoaib Sehgal
Muhammad Shoaib Sehgal
Topics:
  • R Programming.
  • Machine Learning Fundamentals.
  • Regression and Classification.
  • Linear and Logistic Regression.
  • Machine Learning Best Practices.
  • Overfitting, Training, Test and Generalization Error.
  • Cross Validation, Hold out and Bootstrapping.
  • Naive Bayes.
  • Decision Trees.
  • Ensemble methods.
  • Bagging, Boosting and Random Forests.

Read more

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