Information Science: Statistics and Machine Studying Specialization

WHAT YOU WILL LEARN

• Carry out regression evaluation, least squares and inference utilizing regression fashions.

• Construct and apply prediction features

• Develop public information merchandise

• Perceive the method of drawing conclusions about populations or scientific truths from information

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SKILLS YOU WILL GAIN

• Machine Studying
• Github
• R Programming
• Regression Evaluation
• Information Visualization (DataViz)
• Statistics
• Statistical Inference
• Statistical Speculation Testing
• Mannequin Choice
• Generalized Linear Mannequin
• Linear Regression
• Random Forest

About this Specialization

Construct fashions, make inferences, and ship interactive information merchandise.

This specialization continues and develops on the fabric from the Information Science: Foundations utilizing R specialization. It covers statistical inference, regression fashions, machine studying, and the event of knowledge merchandise. Within the Capstone Challenge, you’ll apply the talents discovered by constructing a knowledge product utilizing real-world information. At completion, learners could have a portfolio demonstrating their mastery of the fabric.

The 5 programs on this specialization are the exact same programs that make up the second half of the Information Science Specialization. This specialization is introduced for learners who’ve already mastered the basics and need to skip proper to the extra superior programs.

Utilized Studying Challenge

E​ach course on this Information Science: Statistics and Machine Studying Specialization features a hands-on, peer-graded project. To earn the Specialization Certificates, you could efficiently full the hands-on, peer-graded project in every course, together with the ultimate Capstone Challenge.