About this Course

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Learner Career Outcomes

67%

started a new career after completing these courses

57%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Advanced Level
Approx. 8 hours to complete
English

Learner Career Outcomes

67%

started a new career after completing these courses

57%

got a tangible career benefit from this course
Shareable Certificate
Earn a Certificate upon completion
100% online
Start instantly and learn at your own schedule.
Flexible deadlines
Reset deadlines in accordance to your schedule.
Advanced Level
Approx. 8 hours to complete
English

Offered by

Placeholder

IBM

Syllabus - What you will learn from this course

Week
1

Week 1

2 hours to complete

Week 1 - Identify DataSet and UseCase

2 hours to complete
1 video (Total 2 min), 7 readings, 2 quizzes
1 video
7 readings
A warm welcome10m
Overview of Architectural Methodologies for DataScience10m
Lightweight IBM Cloud Garage Method for Data Science10m
Data Sources and Use Cases10m
Initial Data Exploration10m
Architectural Decisions Document (ADD)10m
Process Model Guidelines10m
1 practice exercise
Milestones Checklist Week 1
Week
2

Week 2

2 hours to complete

Week 2 - ETL and Feature Creation

2 hours to complete
3 readings
3 readings
Extract Transform Load (ETL)10m
Data Cleansing10m
Feature Engineering10m
1 practice exercise
Milestones Checklist Week 2
Week
3

Week 3

1 hour to complete

Week 3 - Model Definition and Training

1 hour to complete
2 readings
2 readings
Model Definition10m
Model Training10m
1 practice exercise
Milestones Checklist Week 3
Week
4

Week 4

3 hours to complete

Model Evaluation, Tuning, Deployment and Documentation

3 hours to complete
5 readings
5 readings
Model Evaluation10m
Model Deployment10m
Data Product (optional)10m
Create ADD - Architectural Decisions Document10m
Create a Video of your final presentation10m
2 practice exercises
Milestones Checklist Week 4
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About the Advanced Data Science with IBM Specialization

Advanced Data Science with IBM

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