RESOURCES AND TOOLS
RESCOURCES AND TOOLS
AI Learning Platforms & Courses
These platforms provide structured education and training on AI concepts, applications, and best practices.
- Coursera (AI for Everyone by Andrew Ng) – A beginner-friendly course that explains AI’s impact on business and society.
- DeepLearning.AI – Specialized AI and machine learning courses for all skill levels.
- Elements of AI (University of Helsinki) – A free, interactive course designed to make AI understandable for everyone.
- Google AI Essentials – Teaches how to use AI for productivity and decision-making in business.
- MIT OpenCourseWare (AI & Machine Learning) – University-level AI lectures and course materials.
AI Development & Experimentation Tools
These tools allow businesses and policymakers to experiment with AI applications, develop models, and test AI solutions.
- Google Colab – A cloud-based Jupyter Notebook for running AI/ML experiments.
- Microsoft Azure AI – AI services and models for enterprise-level AI adoption.
- IBM Watson AI – AI tools for business automation, NLP, and decision-making.
- Hugging Face – Open-source AI models for NLP, image processing, and more.
- OpenAI GPT (ChatGPT API, DALL·E, Whisper) – AI for text, image generation, and speech recognition.
AI Ethics & Policy Guidelines
These resources help policymakers understand AI governance, responsible AI, and regulatory frameworks.
- OECD AI Principles – Guidelines for trustworthy AI governance.
- EU AI Act – The European Union’s regulatory framework for AI.
- US AI Bill of Rights – AI policy recommendations for ethical AI usage.
- World Economic Forum AI Toolkit – Strategies for integrating AI into policy and governance.
- AI Now Institute Reports – Research on AI’s social and policy impact.
AI Adoption Frameworks & Business Toolkits
These frameworks help businesses develop AI strategies, assess AI readiness, and implement AI solutions.
- AI Maturity Model (Deloitte, McKinsey, PwC) – Frameworks to assess AI readiness.
- Microsoft AI Business School – Guides on AI strategy and leadership for enterprises.
- Google Cloud AI Readiness Toolkit – AI adoption tools for businesses.
- AI for Good (UNESCO, ITU) – AI-driven solutions for social impact and public policy.
- Responsible AI Toolkit (IBM, Google, Microsoft) – Guidelines for ethical AI adoption.
AI Tools for Business Automation & Productivity
These tools help businesses streamline operations, automate workflows, and improve decision-making.
- Zapier AI – Automates workflows with AI integrations.
- Notion AI – AI-powered productivity and knowledge management.
- Grammarly AI – AI-based writing and grammar enhancement.
- ChatGPT & Claude AI (Anthropic) – AI-driven business assistants for automation and customer service.
- DataRobot – AI-powered predictive analytics for business intelligence.
AI for Data & Decision-Making
These tools assist in AI-powered analytics, insights, and decision-making.
- Tableau AI – AI-driven business intelligence and data visualization.
- Power BI (Microsoft AI Integration) – AI-powered data analytics and reporting.
- BigQuery ML (Google Cloud AI) – AI-driven data insights for business intelligence.
- Looker AI – AI-powered decision intelligence for enterprises.