Course Overview
- Course Title: [DE] KI-Masterclass: Vom Anfänger zum KI-Helden
- Instructor: School of AI
- Target Audience:
- Aspiring AI engineers
- Passionate AI enthusiasts
- New entrants to the AI industry
- Prerequisites:
- Basic programming knowledge in Python (recommended but not mandatory)
- Passion for AI and willingness to learn
- Access to a computer with internet and sufficient computational power for AI tasks
- Basic mathematics knowledge (e.g., algebra, simple statistics)
- Stable internet connection
- Optional tools: Python, Jupyter Notebook, and relevant AI libraries (installation guide included in the course)
Curriculum Highlights
- Key Topics Covered:
- Introduction to AI and Python programming
- Data preprocessing and cleaning
- Machine Learning basics
- Neural networks and Deep Learning
- Natural Language Processing (NLP)
- Computer Vision
- Transfer Learning
- Model deployment and scaling
- Real-world AI project development
- Key Skills Learned:
- Creating AI models with Python, TensorFlow, and PyTorch
- Preprocessing, cleaning, and analyzing complex datasets
- Training, evaluating, and optimizing Machine Learning models
- Designing, implementing, and fine-tuning neural networks
- Applying NLP techniques
- Using Transfer Learning for new tasks
- Deploying AI models with scalable APIs and container tools
- Monitoring AI model performance and establishing retraining workflows
- Solving real business and technical challenges with AI
- Developing end-to-end AI projects
Course Format
- Duration: 33 hours on-demand video
- Format: Self-paced online course
- Resources:
- 1 article
- 2 downloadable resources
- Access on mobile and TV
- Certificate of completion
Special Offer (If Applicable)
- Limited Time Coupon Code: N/A