Want to make sense of the volumes of data you have collected? Need to incorporate data-driven decisions into your process? This course provides an overview of machine learning techniques to explore, analyze, and leverage data. You will be introduced to tools and algorithms you can use to create machine learning models that learn from data, and to scale those models up to big data problems.
At the end of the course, you will be able to:
• Design an approach to leverage data using the steps in the machine learning process.
• Apply machine learning techniques to explore and prepare data for modeling.
• Identify the type of machine learning problem in order to apply the appropriate set of techniques.
• Construct models that learn from data using widely available open source tools.
• Analyze big data problems using scalable machine learning algorithms on Spark.
Introduction to Machine Learning with Big Data
Evaluation of Machine Learning Models
Regression, Cluster Analysis, and Association Analysis
MOOCs stand for Massive Open Online Courses. These arefree online courses from universities around the world (eg. StanfordHarvardMIT) offered to anyone with an internet connection.
How do I register?
To register for a course, click on "Go to Class" button on the course page. This will take you to the providers website where you can register for the course.
How do these MOOCs or free online courses work?
MOOCs are designed for an online audience, teaching primarily through short (5-20 min.) pre recorded video lectures, that you watch on weekly schedule when convenient for you. They also have student discussion forums, homework/assignments, and online quizzes or exams.
too easy too short if you want ML stuff you have to look elsewhere if you very new to ML you will find this has something to learn but it's not informative enough Andrews ng's machine learning course is recommended for anyone who wants to know machine learning and if you want to know what is the foundation of machine learning then take introduction to statistical learning(ISL) book and course here
took me about 2 hours to complete the whole course, content is so general and high level that there is basically no added value. nothing is explained in depth, no examples are given, assignments do not force real understanding of material