Beginner
Introduction to AI
- 54m Duration
COURSE OUTLINE
01. AI and Machine Learning Overview
- General AI vs Applied AI
- Machine Learning vs AI
- Machine Learning vs Deep Learning
02. Types of Machine Learning
- Supervised Learning
- Unsupervised Learning
- Semi-Supervised Learning
- Reinforcement Learning
03. The Data
- Data Shaping
- Feature Extraction
- Epochs
04. Deep Learning Concepts
- What is a Neural Network?
- Neurons
05. Industry Players
- Major Industry Players
- Other Industry Players
06. Framework and Toolkits
- High and Low Level Libraries
07. Machine Learning Cloud Offerings
- Prebuilt
- No code ML services
- Custom: Training and Inference
- AutoML
Skills Learned
After completing this online training course, students will be able to:
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Understand what Artificial Intelligence is
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Better understand the different types of Machine Learning
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Know who the major players are at this time
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Understand how data works in Machine Learning
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Understand Deep Learning concepts