A Beginners Roadmap to Learning AI & Machine Learning

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As Forum continues to embrace innovation, it’s crucial for us to stay ahead of the curve in the rapidly evolving field of Artificial Intelligence (AI) and Machine Learning (ML). We understand that many of you may be interested in expanding your knowledge in these areas but are unsure of where to begin. That’s why we’re excited to share with you a comprehensive guide that will serve as a beginner’s roadmap to kickstart your journey into the fascinating world of AI and ML. This guide is tailored specifically for our team, recognizing the unique challenges and opportunities that arise within our client portfolio. We understand that navigating the abundance of resources available online can be overwhelming. To address this, we’ve carefully curated a collection of free resources from renowned platforms like Google, Udemy, LinkedIn, and more. You can enhance your skills by leveraging these high-quality educational materials without incurring additional costs.

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Forum’s LMS

Starting with resources that are readily available through Forum’s LinkedIn Learning Management System, here are a few courses to get you started.

Microsoft: Generative AI

Microsoft: Career Essentials in Generative AI

• Skills: Generative AI, Computer Ethics, Artificial Intelligence (AI)
• Time: 4h 30m
• Course: Video & Multiple Choice Exam

Course Description: This comprehensive course equips you with the skills to leverage the transformative power of generative AI (Gen AI) in your career. You’ll gain a deep understanding of artificial intelligence fundamentals and Gen AI’s specific capabilities, exploring models like GPT and diffusion for text, image, and content generation. The course emphasizes ethical considerations, guiding you through responsible deployment across industries. Through hands-on learning, you’ll apply Gen AI effectively while navigating its potential impact on society.

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Ethically Aligned AI

Ethically Aligned AI: Building a Responsible AI Program

• Skills: Responsible AI, Program Development
• Time: 1h 30m
• Course: Video & Multiple Choice Exam

Course Description: Katrina Ingram, CEO of Ethically Aligned AI, offers a course on implementing socially responsible AI. She introduces a 4Cs framework - context, content, culture, and commitment - and provides practical examples. The course covers connecting AI ethics to organizational values, involving key stakeholders, governance structures, responsible data usage, ethical deliberations, and utilizing ethics tools for a responsible AI program.

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University of Helsinki

University of Helsinki: Elements of AI

• Skills: Real-world AI, Machine Learning, Neural Networks
• Time: 5h
• Course: Video & Multiple Choice Exam

Course Description: The Elements of AI is a series of free online courses offered by MinnaLearn and the University of Helsinki, aim to make AI education accessible to all. These self-paced courses combine theory with practical exercises, providing a comprehensive understanding of AI’s capabilities, limitations, and how to start creating AI methods. Intending to encourage diverse learners, “The Elements of AI” offers an inclusive gateway to the world of AI.