AI Concepts Curriculum Development
Budget: €30 – €250 EUR
I'm seeking an experienced curriculum developer to create a comprehensive 25-hour course on basic AI concepts for beginners. The course will target students and aim to introduce them to AI and its relationship with sustainable development.
Course Structure:
1. Introduction to AI and SDGs
- Overview of AI: history, impact, and technology's role in achieving SDGs.
- AI for SDGs: success stories and case studies.
2. Technical Foundations
- TensorFlow Basics: environment setup and operations.
- Machine Learning Fundamentals: supervised/unsupervised learning, neural networks, deep learning.
- Data Analytics with Python: using Pandas, NumPy, and Matplotlib for data tasks.
Requirements:
- 25 hours of content
- Engaging video lectures
- Quizzes for assessment
Ideal Skills and Experience:
- Curriculum development expertise
- Strong knowledge of AI and sustainable development
- Experience in creating educational videos
- Proficiency in TensorFlow, machine learning, and Python
Course Structure:
1. Introduction to AI and SDGs
- Overview of AI: history, impact, and technology's role in achieving SDGs.
- AI for SDGs: success stories and case studies.
2. Technical Foundations
- TensorFlow Basics: environment setup and operations.
- Machine Learning Fundamentals: supervised/unsupervised learning, neural networks, deep learning.
- Data Analytics with Python: using Pandas, NumPy, and Matplotlib for data tasks.
Requirements:
- 25 hours of content
- Engaging video lectures
- Quizzes for assessment
Ideal Skills and Experience:
- Curriculum development expertise
- Strong knowledge of AI and sustainable development
- Experience in creating educational videos
- Proficiency in TensorFlow, machine learning, and Python
Related categories:
Python
Statistics
Machine Learning (ML)
Data Mining
Data Analytics
NumPy
Deep Learning
Pandas