Artificial Intelligence Analyst Certificate: Explorer
Issued by
IBM
Through an instructor-led classroom, this badge earner has demonstrated the ability to apply machine learning algorithms and build AI solutions by using IBM Watson. This individual has demonstrated an understanding of topics such as AI, Natural Language Processing (NLP), chatbots, computer vision, Watson Studio, Watson Machine Learning, AutoAI, Watson Assistant, Discovery, Natural Language Understanding and Knowledge Studio.
- Type Validation
- Level Advanced
- Time Months
- Cost Free
Skills
- Algorithms
- Artificial Intelligence
- AutoAI
- Chatbots
- Cognitive Computing
- Computer Vision
- CRISP-DM
- Discovery
- IBM Watson
- Jupyter Notebook
- Knowledge Studio
- Machine Learning
- Model Evaluation Metrics
- Natural Language Processing
- Natural Language Understanding
- PWID-B0630100
- Statistical Models
- Watson Services Integration
- Watson Studio
Earning Criteria
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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.
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Completion of Module I - Artificial Intelligence Overview: Introduction to artificial intelligence; AI types, integral components of AI systems; factors that influenced the evolution of AI; applications of AI in the industry, government, and science; business analytics.
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Completion of Module II - Artificial Intelligence Prerequisites: Introduction to IBM Watson; IBM Watson applied to industry; Business and science; IBM Watson use cases; Evolution from DeepQA to Watson services; Watson services overview.
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Completion of Module III - Artificial Intelligence Analyst: Introduction to machine learning; Machine learning algorithms; Naïve Bayes classification; Linear/Logistic regression; K-mean clustering; Neural networks; Exploring Watson Studio; Watson Machine Learning; Exploring Deep Learning and Neural Network Modeler with Watson Studio; NLP concepts, components and evaluation metrics; Machine learning models with Watson Knowledge Studio; Chatbots & Watson Assistant; Building chatbot solutions; ...
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Completion of Module III - Artificial Intelligence Analyst continued: Computer vision; Designing and building an intelligent solution; Creating a cognitive banking FAQ chatbot; Integrating Watson Knowledge Studio with Discovery.
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Pass the Artificial Intelligence Analyst practice test.