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Watson Studio Methodology - eLearning

  • Tuition USD $99
  • Reviews star_rate star_rate star_rate star_rate star_half 2923 Ratings
  • Course Code W7067G-WBT
  • Duration 6 hours
  • Available Formats Self Paced

This IBM Web-Based Training (WBT) is Self-Paced and includes:
- Instructional content available online for duration of course
- Visuals without hands-on lab exercises

In this course, you will explore data preparation, data modeling, data visualization, and data cataloging using Watson Studio, Watson Knowledge Catalog, and Watson Machine Learning.

Skills Gained

  • Data science and AI
  • Watson Studio
  • Watson Machine Learning
  • Watson Knowledge Catalog
  • Data refinement
  • Data modeling
  • Data science with notebooks
  • Model deployment

Who Can Benefit

Data scientists, data engineer, business analyst

Prerequisites

None

Course Details

Course Outline

Data science and AI 
- Describe the value of artificial intelligence 
- Explain the AI ladder approach and AI lifecycle 
- Identify the roles for working with data and AI 

Watson Studio 
- Summarize the benefits of Watson Studio 
- Outline the integration of Watson Studio and Watson Machine Learning 
- List and explain the tools available in Watson Studio 
- Sign up for a free IBM Watson account 

Watson Machine Learning 
- Describe machine learning methods and how they fit with AI 
- Create a Watson Studio project for learning models 

Watson Knowledge Catalog 
- Explain the features of Watson Knowledge Catalog 
- Identify the role of data policies to govern data assets 
- List and describe the data files used in this course 
- Create a catalog, add assets to a catalog, and add catalog assets to a project 

Data refinement 
- List the steps to successful data mining 
- Describe the typical customer churn business problem 
- Identify the steps in the data refinement process 
- Shape a data set using the Data Refinery according to specific observations 

Data modeling 
- Differentiate the Watson Studio tools to create models 
- Create a Watson Machine Learning model using AutoAI 
- Create a Machine Learning model using SPSS Modeler 
- Build a model using SparkML Modeler Flow 

Data science with notebooks 
- Experiment with Jupyter notebooks 
- Load from a file and run a Jupyter notebook with Watson Studio 

Model deployment 
- Identify the model repository 
- List model deployment and test options 
- Deploy a model 
- Test a deployed model 
 

When does class start/end?

Classes begin promptly at 9:00 am, and typically end at 5:00 pm.

Does the course schedule include a Lunchbreak?

Lunch is normally an hour long and begins at noon. Coffee, tea, hot chocolate and juice are available all day in the kitchen. Fruit, muffins and bagels are served each morning. There are numerous restaurants near each of our centers, and some popular ones are indicated on the Area Map in the Student Welcome Handbooks - these can be picked up in the lobby or requested from one of our ExitCertified staff.

How can someone reach me during class?

If someone should need to contact you while you are in class, please have them call the center telephone number and leave a message with the receptionist.

What languages are used to deliver training?

Most courses are conducted in English, unless otherwise specified. Some courses will have the word "FRENCH" marked in red beside the scheduled date(s) indicating the language of instruction.

What does GTR stand for?

GTR stands for Guaranteed to Run; if you see a course with this status, it means this event is confirmed to run. View our GTR page to see our full list of Guaranteed to Run courses.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals and private on sites. View our group training page for more information.

Does ExitCertified deliver group training?

Yes, we provide training for groups, individuals, and private on sites. View our group training page for more information.

Instructor was great. Knew the material and had good real world examples and comparisons during the class.

It would be better if the classroom had two power point screens so the instructor could have two screens shown to the class at the same time to reduce confusion switching back and forth

The training was great and touched on the necessary information for the certification. It is always hard to reserve 4 half days all the way through so there were times when I needed to step away. Otherwise, the instructors, content, and delivery were fantastic.

The course was in depth, plenty of resource were provided and learning practice exams.

This is my second course with ExitCertified. This course exceeded my expectations. The teacher was great and the class was fun.

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