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Artificial Intelligence

With the use of concepts such as ML, Python, and Predictive Analysis, we dive into the domain of Artificial Intelligence.

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10 live projects + 1 capstone project

36+ hours of video content access

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Certificate of completion

OVERVIEW

Learn Artificial Intelligence today

With the use of concepts such as ML, Python, and Predictive Analysis, we dive into the domain of Artificial Intelligence.

Level: Beginner

Microsoft Azure

Azure Environment

Azure SQL Database

Azure Active Directory

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Course Curriculum

Discover our comprehensive Cloud Computing course curriculum, designed to provide in-depth knowledge and practical skills.

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Full course content

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  1. Class 1 - Introduction to AI and Machine Learning
  2. Class 2 - Building a classification model with supervised learning
  3. Class 3 - Introduction to unsupervised learning Building an unsupervised learning model
  4. Class 4 - Understanding Convolutional Neural Networks (CNNs)
  5. Class 5 - Introduction to Natural Language Processing (NLP)
  6. Class 6 - Building a simple Reinforcement Learning model & its techniques
  7. Class 7 - Introduction to GANs (Generative Adversarial Networks) Building a GAN project
  8. Class 8 - Introduction to Transfer Learning Building a Transfer Learning project
  9. Class 9 -Understanding Data Pre-processing & Feature Engineering
  10. Class 10 - Introduction to Hyperparameter Tuning Building a hyperparameter tuning pipeline
  11. Class 11 - Introduction to Cloud Computing & Deployment Deploying your AI model to the cloud
  12. Class 12 - Introduction to Natural Language Processing (NLP) applications Building a chatbot
  13. Class 13 - Introduction to Speech Recognition & Synthesis Building a speech recognition
  14. Class 14 - Introduction to Time Series Analysis Building a time series forecasting model
  15. Class 15 - Introduction to Recommender Systems Building a recommender system
  16. Class 16 - Introduction to AI in Business Building a fraud detection mode
  17. Class 17 - Introduction to AI in Education Building an AI-powered educational tool
  18. Class 18 - Introduction to Explainable AI (XAI) Building an XAI model
  19. Class 19 - Introduction to AI Ethics and Bias Understanding the importance of ethical
  20. Class 20 - Conclusion and Recap Q&A session
  21. Class 21
  22. Class 22

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Teachnook Certificate

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