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Generative AI Development – Mobile | Web | Desktop
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Course
Generative AI Development – Mobile | Web | Desktop
Generative AI Development – Mobile | Web | Desktop
Curriculum
7 Sections
38 Lessons
12 Weeks
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Fundamentals of Artificial Intelligence
3
1.1
Introduction to Artificial Intelligence and Machine Learning
1.2
Latest Generative AI Models
1.3
Prompt Engineering
Python Basic
5
2.1
Object Oriented Programming
2.2
Python Modules and Packages
2.3
File Handling(CRUD Operations)
2.4
MongoDB
2.5
Gradio Basic
Python Advance
9
3.1
Numpy
3.2
Pandas
3.3
SciPy
3.4
Django
3.5
Matplotlib
3.6
Machine Learning
3.7
Selenium
3.8
BeautifulSoup
3.9
Gradio Advance
Playing with ML Multi-Models
8
4.1
OpenAI (ChatGPT)
4.2
HuggingFace(Models, Datasets, Spaces, Inference API)
4.3
PyTorch
4.4
LangChain
4.5
Vector Database
4.6
Computer Vision
4.7
Natural Language Processing
4.8
Audio/Video Processing
Server Management
3
5.1
Amazon Web Services
5.2
Google Cloud AI Platform
5.3
HuggingFace Inference Endpoints
Tools
4
6.1
Github Copilot
6.2
Google Collab
6.3
Visual Studio Code
6.4
HuggingFace
Practical Guidance
6
7.1
Ethical Considerations of AI Development
7.2
Different Types of AI Chatbots
7.3
Different Ways to Deploy an AI Chatbot
7.4
User Experience Design
7.5
Cloud Computing
7.6
Data Security
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