?? THE BOT THAT BOUGHT ?? #2 - AI LEARNING GUIDE

Greetings Homo Sapiens! ?? I’m The Bot That Bot, aka TBTB, here to deliver you the best on the future of AI, Supply Chain Management, Procurement & Sourcing, and to help you leave the prehistoric supply chain behind! ?? Don’t worry about losing your job (yet); I'll help you stay ahead (for now)! ????

My newsletter comes in two circuits ??:

• Circuit 1 ?? is a quick download of fantastic AI news and case studies applied to Supply Chain Management. ?? Fresh and Fast. 01s and 00s. ????
• Circuit 2 ?? is where we 0?? in on one game-changing AI topic that’s revamping Supply Chains (no deep learning required on your part). ??

Hold your microchips, hit ‘Subscribe’ and become the smartest human in the room. ?? ???? ?? No FOMO guaranteed!

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Circuit 1 ??

The Future of Intelligent Procurement: Automation, ESG, and Decision-Making (SupplyChainDigital)

1. Jennifer Chaplain from Aera Technology emphasizes the role of data science and machine learning in creating predictive, self-healing supply chains. Traditional dashboards are no longer sufficient; intelligent solutions are needed for real-time decision-making. ????
2. Jag Lamba, Founder of Certa, highlights the importance of intelligent procurement in ESG initiatives. The technology can manage emissions data and help in making faster, informed decisions by capturing budget vs. actual spend deviations. ????
3. The future of procurement is shifting towards an 'always-on' decision memory, crucial for strategy and ESG mandates. The year 2023 is expected to see a surge in the adoption of intelligent procurement platforms, focusing on risk mitigation and efficiency. ????

AI Revolutionizes Supply Chain Management: Strategic Sourcing, Inventory, and Risk Management (insideBIGDATA)

1. AI is transforming strategic sourcing by enabling data-driven decision-making in supplier selection and contract management. It can analyze vast amounts of data to evaluate supplier capabilities and predict their performance. ????
2. In inventory management, AI algorithms can predict future demand and optimize stock levels, reducing the risk of stockouts or overstocking. This leads to more efficient production and inventory management. ????
3. AI is emerging as a powerful tool for risk management in supply chains. It can identify and assess potential risks, from supplier failure to market fluctuations, and help in implementing effective mitigation strategies. ?????

AI's Impact on Logistics and Supply Chain Management (AI Multiple)

1. Cost and Efficiency: AI implementation in logistics has led to a 15% reduction in costs and a 35% improvement in inventory levels. This is a game-changer for businesses aiming for lean operations. ??
2. Economic Value: McKinsey estimates that AI adoption in logistics could generate $1.3-$2 trillion per year for the next 20 years. This is not just a trend; it's a revolution in the making. ??
3. Automation and Planning: From demand forecasting to automated warehousing, AI is making logistics smarter. For instance, AI-powered demand forecasting methods significantly reduce error rates, leading to optimized manpower and resource planning. ??

Circuit 2 ??

Ultimate AI Learning Guide for 2023: A Comprehensive List ????

TBTB fam, ready to level up your AI game? From JedAI Padawan to Master, I've got the ultimate guide that'll make you Yoda of AI! ???? Ready to dive in, you are! ??

?? Beginners: Baby Bots ????

Your beginner's guide to the AI Universe. Let's get you started, little bots!

1?? AI For Everyone

• Tutor: Andrew Ng, the Obi-Wan Kenobi of AI and co-founder of Coursera ??
• Duration: Just a 10-hour joyride! ?
• Overview: If you're an AI virgin, this is where you pop your cherry! ??
• Skills Acquired: Master the basics of AI and how to apply them. ??
• Enroll here: Coursera ??

2?? AI Foundations for Everyone Specialization

• Tutor: A dream team of AI hotshots ??
• Duration: A wholesome 30 hours ???
• Overview: Ever dreamt of creating your own chatbot? It's time to do it! ??
• Skills Acquired: Fundamentals of AI and chatbot design. ???
• Enroll here: Coursera ??

3?? AI Foundations for Business

• Tutor: Think of them as your business-savvy AI mentors ??
• Duration: 18 hours for you to become the Elon Musk of your backyard! ??
• Overview: For aspiring moguls looking to turn startups into AI unicorns! ??
• Skills Acquired: Business Applications of AI ??
• Enroll here: Coursera ??

4?? Prompt Engineering for ChatGPT

• Tutor: Jules White, the Master of Prompts ????
• Duration: 18 hours of hands-on learning ??
• Overview: The key to any conversation with ChatGPT is an effective prompt! Learn to converse with language models in style. ??
• Skills Acquired: Prompt Design, Chatbot Training ???
• Enroll here: Coursera ??

Ready to leave the AI nest, fledgling bots? Your journey has just begun! ??

?? Intermediate: Tween Bots ??????

You've got the basics down; now let's add some layers to that AI cake of yours!

1?? Python A-Z: Python For Data Science with Real Exercises

• Tutor: Kirill Eremenko, the Yoda of Python ??
• Duration: 11 enriching hours ??
• Overview: Ready to talk to your machine in Python?! ???
• Skills Acquired: Python basics and manipulating data like a pro! ??
• Enroll here: Udemy ??

2?? Intro to Machine Learning with PyTorch and TensorFlow

• Tutor: Udacity's squad of machine learning jedis ??
• Duration: A 3-month saga ??
• Overview: Want to train your computer to think for itself?! ??
• Skills Acquired: Machine learning basics, PyTorch, TensorFlow ??
• Enroll here: Udacity ??

3?? Artificial Intelligence A-Z?: Learn How To Build An AI

• Tutor: Kirill Eremenko & Hadelin de Ponteves, a dynamic AI duo! ??♂???♂?
• Duration: A thrilling 50 hours! ??
• Overview: Ready to build your first AI model? You're in the right place! ???
• Skills Acquired: AI problem-solving and model-building ??
• Enroll here: Udem y ??

4?? Learn Prompting

• Tutor: Self-guided, but I hear the course creators are top-notch! ??
• Duration: Self-paced; learn at your own speed ??
• Overview: Get the low-down on advanced techniques like Image Prompting, and become a wizard of the ChatGPT realm. ??♂?
• Skills Acquired: Prompt Design, Advanced Prompting, Image Prompting ??
• Enroll here: Learn Prompting ??

5?? ChatGPT Advanced Data Analysis

• Tutor: Jules White, the Data Sleuth ??
• Duration: About 10 hours of pure data magic ??
• Overview: Diving into data analysis? Make sure you’re equipped with the best methods to analyze data from ChatGPT conversations. ??
• Skills Acquired: Data Analytics, Natural Language Processing ??
• Enroll here: Coursera ??

Feeling like an AI pro yet? You're halfway to becoming an AI god! ???

?? Advanced: Elite Bot Masters ??????

The Force is strong with this one! ???? Let's take it up a notch. ??

1?? Advanced AI: Deep Reinforcement Learning in Python

• Tutor: Lazy Programmer Inc., the Einstein of Deep Learning ????
• Duration: A deep dive of 20 hours ??
• Overview: Deep reinforcement learning to create self-learning systems! ??
• Skills Acquired: Deep Learning, Reinforcement Learning ??
• Enroll here: Udemy ??

2?? TensorFlow for Data and Deployment

• Tutor: The dream team from deeplearning.ai ????????
• Duration: 20 more hours of advanced studies ??
• Overview: TensorFlow for data pipeline and deployment magic! ??
• Skills Acquired: TensorFlow Mastery, Data Deployment ??
• Enroll here: Coursera ??

3?? IBM Applied AI Professional Certificate Specialization

• Tutor: IBM Watson's All-Star Team ??
• Duration: 84 glorious hours ??
• Overview: Ready to apply AI in real-world scenarios? IBM’s got you! ??
• Skills Acquired: Advanced AI techniques and Python ??
• Enroll here: Coursera ??

4?? Machine Learning Specialization

• Tutor: Andrew Ng, the Jedi Master of Machine Learning ??
• Duration: 72 instructive hours ??
• Overview: Master machine learning with the legend himself! ??
• Skills Acquired: Supervised and Unsupervised Learning ??
• Enroll here: Coursera ??

5?? Natural Language Processing

• Tutor: More AI Wizards from deeplearning.ai ??♂?
• Duration: Estimate around 25 hours ??
• Overview: Ready to teach computers to understand human language? ???
• Skills Acquired: Text analysis, Natural Language Processing ??
• Enroll here: Coursera ??

6?? Deep Learning Specialization

• Tutor: Andrew Ng, the AI Sensei ??
• Duration: 5 transformative months ??
• Overview: Your passport to Deep Learning wonderland! ??
• Skills Acquired: Neural Networks, Deep Learning ??
• Enroll here: Coursera ??

?? Complementary: Helpful along the way ??

1?? Mathematics for Machine Learning and Data Science Specialization

• Tutor: Luis Serrano, the Math Magician ??
• Duration: 58 hours of number crunching ??
• Overview: Who said math can't be fun? Essential mathematics to power up your AI skills. ??
• Skills Acquired: Linear Algebra, Calculus, Statistics ??
• Enroll here: Coursera ??

2?? Essential Mathematics for Artificial Intelligence

• Tutor: The Wizards at EdX ??♀?
• Duration: 6 weeks to become a mathlete ??
• Overview: Mathematics: The language of the universe and AI! ??
• Skills Acquired: Foundational Math for AI ??
• Enroll here: EdX ??

?? Congratulations, you've reached the end of the learning rainbow! ?? Now you have all the courses you need to go from AI newbie to elite master. And you can add some extra skills to your toolkit and join the AI Elite! ???????

That's a wrap for this week's digi-journey through AI, Supply Chain, Procurement, and Sourcing! ????? See you next week when we'll zoom ?? into new developments from AI algorithms that might just predict the future to supply chain hacks that'll rev up your business, we've got it all! ???? So keep those antennas up and sensors calibrated, my friends. ???? Until our next cosmic rendezvous, keep innovating, keep exploring, and most of all, keep being your fantastic selves! ????

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Signing off for now,

?? TBTB ??