Artificial Intelligence (AI) Bootcamp
Completed by Lemogang Ncube on July 23, 2025
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Badge ID: cwEiMOOKToWBIjDjii6F4A
About this Badge
Artificial Intelligence (AI) Bootcamp – Learning Pathway A fast-paced program covering AI fundamentals, machine learning, deep learning, and NLP. Learners build hands-on projects, gaining real-world skills to develop and deploy AI models for practical applications.
Learning objectives
- Develop and deploy generative AI applications using large language models, understanding their lifecycle from data gathering to performance evaluation.
- Apply Python programming skills to data science tasks, including data collection, web scraping, and automation using libraries like Pandas and Numpy.
- Implement responsible AI practices by managing bias, ethics, and accountability in AI systems, ensuring fairness and transparency.
- Build AI-powered chatbots without programming, utilizing tools like IBM watsonx Assistant to create action workflows and decision-tree chatbots.
Skills learned
- Artificial Intelligence and Machine Learning (AI/ML)
- Machine Learning Methods
- Applied Machine Learning
- Risk Mitigation
- Business Process Automation
- Ethical Standards And Conduct
- Artificial Neural Networks
- Risk Analysis
- Law, Regulation, and Compliance
- Regulation and Legal Compliance
- Natural Language Processing
- Google Cloud Platform
- Data Loss Prevention
- Anomaly Detection
- Emerging Technologies
- Organizational Effectiveness
- Generative AI
- Team Building
- Social Sciences
- Application Deployment
- Artificial Intelligence
- Diversity Awareness
- Feasibility Studies
- Decision Making
- IBM Cloud
- Market Opportunities
- User Feedback
- Microsoft Azure
- Reinforcement Learning
- Application Performance Management
- Computer Vision
- Strategic Thinking
- Performance Tuning
- Web Scraping
- Team Oriented
- Customer Service
- Programming Principles
- Python Programming
- Business Priorities
- Cloud Applications
- Deep Learning
- Private Cloud
- Business Ethics
- Business Transformation
- Data Collection
- Data Structures
- ChatGPT
- Jupyter
- OpenAI
- Tensorflow
- Data Ethics
- Data Manipulation
- Accountability
- WordPress
- Machine Learning
- NumPy
- Scalability
- Data Processing
- Cloud Services
- Data Science
- Business Risk Management
- Application Development
- Governance
- Computer Programming
- Mitigation
- Scripting
- Workforce Management
- Automation
- Project Design
- Compliance Management
- Analysis
- PyTorch (Machine Learning Library)
- Pandas (Python Package)
- Object Oriented Programming (OOP)
- Application Programming Interface (API)
- Skills section collapsed. Showing 6 of 75 skills.
Learning content completed
Some of the content and skills presented have been contributed by the content provider.