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IBM Watson Studio and IBM Watson Machine Learning for IBM Cloud Pak for Data (V3.0.x) eLearning

  • Tuition USD $149
  • Reviews star_rate star_rate star_rate star_rate star_half 3563 Ratings
  • Course Code 6X338G-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

This course goes through the stages of a data science project from importing data to deployment, using services in Watson Studio and Watson Machine Learning for Cloud Pak for Data.

Skills Gained

- Introduction to Watson Studio and Watson Machine Learning for Cloud Pak for Data 
- Work with analytics projects 
- Import data 
- Prepare data for modeling with Data Refinery 
- Automate building supervised models with AutoAI experiment 
- Work with notebooks 
- Deploy Watson Machine Learning models

Who Can Benefit

Clients who want to use the data science capabilities on Cloud Pak for Data or those who want to learn more about data science

Prerequisites

Knowledge of your business requirements

Course Details

Course Outline

Introduction to Watson Studio and Watson Machine Learning for Cloud Pak for Data 
- Describe the IBM Cloud Pak for Data platform and AI 
- Describe the four rungs in the ladder to AI 
- Describe the personas on the platform 
- Describe how to collaborate on the platform 
- Describe the CRISP-DM methodology 

Work with analytics projects 
- Describe analytics projects 
- Create analytics projects 
- Leverage industry accelerators 

Import data 
- Identify key concepts in working with data 
- Describe correct column types 
- Add local files to the project 
- Created connections 
- Add connected data sets to the project 

Prepare data for modeling with Data Refinery 
- Identify three tasks in preparing data for modeling  
- Describe the capabilities of Data Refinery 
- Describe steps, flows, and jobs 
- Join data 
- Profile data 
- Visualize data 

Automate building supervised models with AutoAI experiment 
- Describe when AutoAI experiment can be used 
- Describe the importance of column types 
- Describe how the best model is identified 
- Describe pipelines 
- Save AutoAI experiment pipelines to the project 
- Explain evaluation measures 

Work with notebooks 
- Work with notebooks 
- Load data into a notebook 
- Prepare data for modeling 
- Build machine learning models 
- Save machine learning models to the project 

Deploy Watson Machine Learning models 
- Identify Watson Machine Learning models 
- Describe deployment spaces 
- Create deployment spaces 
- Describe model deployment options 
- Create deployments 
- Test deployments

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.

My instructor was fantasic and the intstructions sent in email beforehand were clear

course material, instructor, ease of remote access and allowing instructor to see our remote desktop is very very helpful and appreciated.

This training was a nice experience and I learned a lot about cloud computing.

I thought the material was well-paced and organized, and the instructor made himself available for additional questions and context. Provided real-world examples of underlying concepts

The training was good but needed the basic skills of maximo before getting deep in the configuration of it.

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