Course Access
6 months
Last Updated
October 29, 2024
Students Enrolled
28
Total Curriculum
41
Certification
Â
- Introduction to AI and DL: Overview of Artificial Intelligence and Deep Learning concepts.
- Quiz: Introduction to Artificial Intelligence and Deep Learning
- AI vs ML vs DL: Understanding the differences between Artificial Intelligence (AI), Machine Learning (ML), and Deep Learning (DL).
- DL Framework and Types of Learning in DL: Learn about popular Deep Learning frameworks and different types of learning (Supervised, Unsupervised, and Reinforcement Learning).
- Artificial Neural Network: Introduction to Artificial Neural Networks, including the structure and function of neurons and layers.
Course Curriculum
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- Introduction to Artificial Intelligence and Deep Learning 00:58:00
- Quiz – Introduction to Artificial Intelligence and Deep Learning 00:05:00
- AI v/s ML v/s DL 00:23:00
- Quiz – AI v/s ML v/s DL 00:05:00
- DL Framework and Types of learning in DL 00:34:00
- Quiz – DL Framework and Types of learning in DL 00:05:00
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- Neuron 3 weeks, 4 days
- Quiz – Neuron 00:05:00
- Weight 00:22:00
- Quiz – Weight 00:05:00
- Percepteron 00:29:00
- Quiz – Percepteron 00:05:00
- Forward Propagation 2 weeks, 6 days
- Quiz – Forward Propagation 00:05:00
- Backward Propagation 00:26:00
- Quiz – Backward Propagation 00:05:00
- Optimizer 00:29:00
- Quiz – Optimizer 00:05:00
- Types of optimizer 00:23:00
- Quiz – Types of Optimizers 00:05:00
- Loss function 00:29:00
- Quiz – Loss Function 00:05:00
- Types of loss function 00:32:00
- Quiz – Types of loss function 00:05:00
- Activation function and Types of activation functions 00:17:00
- Quiz – Activation function 00:05:00
- Sentiment Analysis 00:24:00
- Quiz – Sentiment Analysis 00:10:00
- Named Entity Recognition 00:25:00
- Named Entity Recognition 00:10:00
- Summarization 00:23:00
- Topic modeling 00:25:00
- Text classification 00:20:00
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