Machine Learning With Big Data (Coursera)

Machine Learning With Big Data (Coursera)
Course Auditing
Categories
Effort
Certification
Languages
Misc

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

Machine Learning With Big Data (Coursera)
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.

Class Deals by MOOC List - Click here and see Coursera's Active Discounts, Deals, and Promo Codes.

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.

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.


Course 4 of 6 in the Big Data Specialization.


Syllabus


WEEK 1: Welcome; Introduction to Machine Learning with Big Data

WEEK 2: Data Exploration

WEEK 3: Classification

WEEK 4: Evaluation of Machine Learning Models

WEEK 5: Regression, Cluster Analysis, and Association Analysis



8
Average: 8 ( 4 votes )

MOOC List is learner-supported. When you buy through links on our site, we may earn an affiliate commission.