About this Course
This primary course within the IBM Machine Studying Skilled Certificates introduces you to Machine Studying and the content material of the skilled certificates. On this course you’ll notice the significance of excellent, high quality information. You’ll be taught widespread strategies to retrieve your information, clear it, apply characteristic engineering, and have it prepared for preliminary evaluation and speculation testing.
This course is a part of a number of packages
This course may be utilized to a number of Specializations or Skilled Certificates packages. Finishing this course will rely in direction of your studying in any of the next packages:
- IBM Machine Studying Skilled Certificates
- IBM Introduction to Machine Studying Specialization
SKILLS YOU WILL GAIN
- Synthetic Intelligence (AI)
- Machine Studying
- Function Engineering
- Statistical Speculation Testing
- Exploratory Information Evaluation
Syllabus – What you’ll be taught from this course
2 hours to finish
A Temporary Historical past of Fashionable AI and its Functions
Synthetic Intelligence shouldn’t be new, however it’s new in a way that it’s simpler than ever to get began utilizing Machine Studying in enterprise settings. On this module, we are going to go over a fast introduction to AI and Machine Studying and we are going to go to a quick historical past of the fashionable AI. We may also discover a number of the present functions of AI and Machine Studying for you, to consider the way you wish to leverage them in your everyday enterprise observe or private tasks.
3 hours to finish
Retrieving and Cleansing Information
Good information is the gasoline that powers Machine Studying and Synthetic Intelligence. On this module, you’ll learn to retrieve information from completely different sources, find out how to clear it to make sure its high quality.
5 hours to finish
Exploratory Information Evaluation and Function Engineering
On this module you’ll learn to conduct exploratory evaluation to visually affirm it’s prepared for machine studying modeling by characteristic engineering and transformations.
3 hours to finish
Inferential Statistics and Speculation Testing
Inferential statistics and speculation testing are two sorts of information evaluation typically neglected at early phases of analyzing your information. They can provide you fast insights concerning the high quality of your information. In addition they enable you affirm enterprise instinct and enable you prescribe what to investigate subsequent utilizing Machine Studying. This module seems at helpful definitions and easy examples that can enable you get began creating speculation round your corporation downside and find out how to check them.