Machine Learning Made Easy : Beginner to Advanced using R [Free Online Course] - TechCracked

Learn Machine Learning Algorithms using R from experts with hands on examples and practice sessions. With 5 different pr

This course includes

• 15.5 hours on-demand video
• 36 downloadable resources
• Full lifetime access
• Access on mobile and TV

What you'll learn

• R Programming, Data Handling and Cleaning, Basic Statistics, Classical Machine Learning Algorithms, Model Selection and Validation, Advanced Machine Learning Algorithms, Ensemble Learning.
• Write your own R scripts and work in R environment.
• Import, manipulate, clean up, sanitize and export datasets.
• Understand basic statistics and implement using R.
• Understand data science life cycle while understanding steps of building, validating, improving and implementing the machine learning models.
• Do powerful analysis on data, find insights and present them in visual manner.
• Learn classical algorithms like Linear Regression, Logistic Regression, Decision Trees and advance machine learning algorithms like SVM, Artificial Neural Networks, Reinforced Learning, Random Forests and Boosting and clustering algorithms like K-means.
• Know how each machine learning algorithm works and which one to choose according to the type of problem.
• Build more than one powerful machine learning model and be able to select the best one and improve it further.

Description

Want to know how Machine Learning algorithms work and how people apply it to solve data science problems? You are looking at right course!

This course has been created, designed and assembled by professional Data Scientists who have worked in this field for nearly a decade. We can help you understand the complex machine learning algorithms while keeping you grounded to the implementation on real business and data science problems.

We will let you feel the water and coach you to become a full swimmer in the realm of data science and Machine Learning. Every tutorial will increase your skill level by challenging your ability to foresee, yet letting you improve upon self.

We are sure that you will have fun while learning from our tried and tested structure of course to keep you interested in what’s coming next.

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