This badge was issued to Ahmed Mostafa on 17 Feb 2023.
Predictive Analytics Modeler Certificate: Explorer
Issued by
IBM
Through an instructor-led classroom, this badge earner has demonstrated the ability to forecast and predict future probabilities and trends, and analyze insights from your data, using IBM SPSS Modeler and IBM Watson Studio. This individual has demonstrated an understanding of topics such as data preparation, data mining, data collection & integration, nodes & streams, deriving & reclassifying fields, predictive models, and statistical analysis.
- Type Validation
- Level Advanced
- Time Months
- Cost Free
Skills
- Automated Data Mining
- CLEM For Data Analytics
- Conversion
- Customer Segmentation Analytics
- Data Analysis
- Data Collection
- Data Integration
- Data Mining
- Data Modelling
- Data Plotting
- Data Preparation
- Data Relationships
- Data Stream Analytics
- Data Transformation
- Distribution
- Field Measurements
- Functions
- Histogram Configuration
- Matrics
- Means
- Modeling Nodes
- Predictive Analytics Modeler
- PWID-B0629000
- SPSS Modeler
- Storage
- String
Earning Criteria
-
Must be the following: a student; faculty member from a higher education institution; or IBM Customer, Business Partner or IBM employee. All badge earners must be either attending or are involved in the IBM SkillsBuild program.
-
Completion of Module I - Analytics Overview: Business Analytics Overview, Trends, Case Studies; Understanding Business Intelligence and Analytics.
-
Completion of Module II - Business Analytics Foundations: Introduction to Data Mining CRISP-DM.
-
Completion of Module III - Predictive Analytics Modeler: Nodes and streams; Initial data mining, storage and field measurement; Understanding the data; Integrating data; Looking for relationships (matrix, distribution, means, etc); Functions (conversion, string, and statistical); Data transformation; Sampling, partitioning, and balancing data; IBM Watson Machine Learning; Data Refinery & AutoAI; neural networks & deep learning; Automating data preparation, model training, and deployments.
-
Passing the Predictive Analytics Modeler Certificate: Explorer practice test.