AI Bootcamp
Completed by Sinentlahla Gida on July 10, 2025
Verified learner ·
Badge ID: 8Ibns6sfQMeG57OrH4DH2A
About this Badge
This bootcamp is designed to take complete beginners or early-career tech professionals through the core concepts of Artificial Intelligence, with an emphasis on hands-on learning, collaboration, and project delivery.
Learning objectives
- Explain and apply machine learning and AI concepts, including model evaluation, deep learning algorithms, and generative AI lifecycle.
- Design and implement AI solutions using prompt engineering, unsupervised learning techniques, and reinforcement learning models.
- Identify and mitigate ethical and privacy risks in AI projects, ensuring responsible AI development and deployment.
Skills learned
- Machine Learning Algorithms
- Artificial Intelligence and Machine Learning (AI/ML)
- Exploratory Data Analysis
- Machine Learning Methods
- Applied Machine Learning
- Risk Mitigation
- Business Process Automation
- Regression Analysis
- Personally Identifiable Information
- Random Forest Algorithm
- Image Analysis
- Ethical Standards And Conduct
- Artificial Neural Networks
- Risk Analysis
- Law, Regulation, and Compliance
- Regulation and Legal Compliance
- Human Centered Design
- Geospatial Information and Technology
- Natural Language Processing
- Google Cloud Platform
- Software Development Life Cycle
- Decision Tree Learning
- Data Loss Prevention
- Dimensionality Reduction
- Anomaly Detection
- Emerging Technologies
- Social Sciences
- Data Analysis
- Human Computer Interaction
- Environmental Monitoring
- Generative AI
- Organizational Effectiveness
- Disaster Recovery
- Statistical Methods
- Application Deployment
- Text Mining
- IBM Cloud
- Team Building
- Market Opportunities
- Artificial Intelligence
- Diversity Awareness
- User Experience Design
- Emergency Response
- Performance Tuning
- Performance Metric
- User Feedback
- Microsoft Azure
- Decision Making
- Reinforcement Learning
- Supervised Learning
- Predictive Modeling
- Information Privacy
- Strategic Thinking
- Computer Vision
- Customer Service
- Web Scraping
- Team Oriented
- Business Priorities
- Deep Learning
- Unsupervised Learning
- Feature Engineering
- Programming Principles
- Python Programming
- Human Factors
- Accountability
- Cloud Applications
- Machine Learning
- Private Cloud
- Big Data
- Data Collection
- Data Structures
- Business Ethics
- Business Transformation
- Data Ethics
- Data Manipulation
- Algorithms
- ChatGPT
- Creativity
- Jupyter
- OpenAI
- Tensorflow
- Innovation
- WordPress
- NumPy
- Scalability
- Application Development
- Computer Programming
- Data Science
- Cloud Services
- Data Processing
- Design Thinking
- Governance
- Business Risk Management
- Forecasting
- Mitigation
- Workforce Management
- Health Care
Learning content completed
Some of the content and skills presented have been contributed by the content provider.