Introduction to Machine Learning Course

Introduction to Machine Learning Course

What you will learn

  • Learn what Machine Learning is and meet Sebastian Thrun!
  • Find out where Machine Learning is applied in Technology and Science.
  • Use Naive Bayes with scikit learn in python.
  • Splitting data between training sets and testing sets with scikit learn.
  • Calculate the posterior probability and the prior probability of simple distributions.
  • Learn the simple intuition behind Support Vector Machines.
  • Implement an SVM classifier in SKLearn/scikit-learn.
  • Identify how to choose the right kernel for your SVM and learn about RBF and Linear Kernels.
  • Learn the formulas for entropy and information gain and how to calculate them.
  • Decide how to pick the right Machine Learning Algorithm among K-Means, Adaboost, and Decision Trees.
  • Understand how continuous supervised learning is different from discrete learning.
  • Code a Linear Regression in Python with scikit-learn.
  • Understand different error metrics such as SSE, and R Squared in the context of Linear Regressions.
  • Remove outliers to improve the quality of your linear regression predictions.
  • Identify the difference between Unsupervised Learning and Supervised Learning.
  • Implement K-Means in Python and Scikit Learn to find the center of clusters.
  • Apply your knowledge on the Enron Finance Data to find clusters in a real dataset.
  • Understand how to preprocess data with feature scaling to improve your algorithms.

This Course will teach you the end-to-end process of investigating data through a machine learning lens. It will teach you how to extract and identify useful features that best represent your data, a few of the most important machine learning algorithms, and how to evaluate the performance of your machine learning algorithms.

This course is also a part of our Data Analyst Nanodegree.

How to Enroll Introduction to Machine Learning Course course?

  • To Access "Introduction to Machine Learning Course" Click on Enroll Now button at end of the post. It will redirect you to Udemy Course Page and then you can start the enrollment process.
  • If you're New to Udemy? Sign up with your email and create a password. for Existing users, log in with your credentials to access course.
  • How many members can access this course with a coupon?

    Introduction to Machine Learning Course Course coupon is limited to the first 1,000 enrollments. Click 'Enroll Now' to secure your spot and dive into this course on Udemy before it reaches its enrollment limits!

    External links may contain affiliate links, meaning we get a commission if you decide to make a purchase
    Deal Score0

    Learn Data Science. Courses starting at $12.99

    New customer offer! Top courses from $14.99 when you first visit Udemy

    eLearn
    Compare items
    • Total (0)
    Compare
    0