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The history of Machine Learning [Part 2] | Machine Learning for Beginners
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Machine Learning for Beginners - The history of Machine Learning [Part 2] | Machine Learning for Beginners

Master Machine Learning: From Basics to Regression Mastery with Microsoft Developer!

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13 learners

What you'll learn

Understand the fundamentals and history of machine learning.
Learn how to set up the tools and environment necessary for building machine learning models.
Apply linear and logistic regression techniques to real-world datasets.
Analyze and visualize data effectively using tools like Matplotlib.

This course includes

  • 1 hours of video
  • Certificate of completion
  • Access on mobile and TV

Summary

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Full Transcript

📜🤖🧠 Dive into the fascinating history of machine learning and artificial intelligence in Lesson 2 of our Machine Learning for Beginners course, presented by Bea Stollnitz, a Principal Cloud Advocate at Microsoft. Discover the milestones and challenges that led to the development of the powerful AI technologies we have today. In this video, we'll explore: ✅ The Turing Test and its impact on AI ✅ The birth of AI and the golden years ✅ AI winter and the rise of expert systems ✅ The emergence of big data and its influence on machine learning Understanding the history of machine learning provides valuable context for the current state of the field and helps us appreciate the advances that brought us to where we are now. Don't miss out on this exciting journey through the evolution of AI and ML! 🌟 Make sure to subscribe and hit the notification bell 🔔 so you don't miss the next video in this series, where we'll introduce techniques for building, using, and maintaining machine learning models. See you there! 0:00 - Intro 0:18 - Alan Turing and the Turing test 0:53 - The Dartmouth Summer Research Project on AI 1:12 - The golden years of AI 2:20 - The AI winter 2:50 - Resurgence and fall of AI for expert systems 3:30 - Growth in AI driven by more data and more powerful hardware 4:25 - Increased awareness of ethical and responsible AI #MachineLearning #AI #MLHistory #ML 📚 Learn more: This course is based on the free, open source, 26 lesson ML For Beginners curriculum from Microsoft, which can be found at https://aka.ms/ml-beginners. 📇 Connect with Bea: Blog: https://bea.stollnitz.com/blog/ LinkedIn: https://www.linkedin.com/in/beatrizstollnitz/ Twitter: https://twitter.com/beastollnitz

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