Course Overview
- Course Title: AI & Python Development Megaclass - 300+ Hands-on Projects
- Instructor: Vivian Aranha
- Target Audience:
- Beginners and aspiring AI engineers
- Individuals interested in AI, machine learning, and automation
- Prerequisites:
- No prior programming or AI experience required
- A computer with internet access
- Basic familiarity with using a computer and installing software
- Optional: A Google Colab or Jupyter Notebook setup for running Python code
Curriculum Highlights
- Key Topics Covered:
- Python programming from scratch
- Fundamentals of AI, machine learning, and deep learning
- Data analysis, visualization, and preprocessing
- Essential AI libraries: TensorFlow, PyTorch, OpenCV
- AI-powered applications: chatbots, recommendation systems, automation tools
- Model training, evaluation, and optimization techniques
- Ethical and practical considerations of AI development
- Key Skills Learned:
- Mastering Python programming
- Building and deploying real-world AI applications
- Working with AI libraries
- Developing practical skills through hands-on projects
- Implementing AI-powered applications
- Gaining experience in model training and optimization
- Understanding AI ethics
- Building a portfolio of AI and Python projects
Course Format
- Duration:
- 58 hours on-demand video
- 1 article
- 4 downloadable resources
- Format: Self-paced online course
- Resources:
- Access on mobile and TV
- Certificate of completion