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4

2

ratings 

Live

$15
Course Access

6 months

Last Updated

October 29, 2024

Students Enrolled

28

Total Curriculum

41

Certification
 
  • 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

    • 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
    • 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
    • Natural Language Processing 00:47:00
    • Quiz – Natural Language Processing 00:05:00
    • Beginning of NLP 00:25:00
    • Quiz – Beginning of NLP 00:10:00
    • Finding its footing 00:28:00
    • Quiz – Finding its footing 00:10:00
    • Syntactic and Semantic Analysis 00:27:00
    • Quiz – Syntactic and Semantic Analysis 00:10:00
    • 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

Course Reviews

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  1. course
    5

    It is easy to understand

  2. nice work
    3

    good content

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