AI Fundamentals Skills Badge
Issued by
Lockheed Martin
The badge earner will be able to identify opportunities to apply data analysis & AI/ML on projects. The earner will be able to describe the purpose and potential use-cases for: regression, classification, clustering, dimensionality reduction, natural language processing, deep learning, and time series analysis. The earner will also learn to implement model validation techniques.
Additional DetailsSkills
- Artificial Intelligence
- Clustering Analysis
- Data Preparation
- Data Science
- Data Visualization
- Deep Learning
- Dimensionality Reduction
- Hyperparameter Tuning
- Machine Learning
- Model Selection
- Natural Language Processing
- Neural Networks
- Python Programming
- Supervised Learning
- TensorFlow
- Time Series
- Unsupervised Learning
Earning Criteria
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Option 1: AI/ML Fundamentals Program (cohort). Includes an additional four 4-hour long instructor-led sessions on AI at LM-specific content. (Note: Also requires completion of the AI Fundamentals Deep Learning Specialization learning pathway - 223522PRG01, four 4-hour courses (16 hours of online course work consisting of videos, instruction, and hand-on labs) in Deep Learning basics.
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Option 2: AI Fundamentals Learning Pathway - 223392PRG00 (independent).
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Learning Requirements for both options include: As needed complete four four-hour courses in DataCamp (16 hours of online course work) for fundamental Python skills. Complete eleven four-hour courses in DataCamp (sixty hours of online course work) consisting of videos, instruction, hands-on labs) in Data, Machine Learning and Deep Learning basics. Assessments require 100% accuracy for completion credit.