Machine Learning in 10 Minutes | What is Machine Learning? | Edureka
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The document discusses the impact of AI and machine learning on everyday life, detailing how AI can enhance home automation and personal experiences. It outlines the steps of machine learning including data collection, model training, and evaluation, as well as the different types of machine learning: supervised, unsupervised, and reinforcement learning. It also highlights various applications of machine learning, such as image recognition, predictions, and virtual assistants.
Machine Learning in 10 Minutes | What is Machine Learning? | Edureka
- 2. Going to sleep in your fully automated home? What happens next? www.edureka.co
- 3. Time for AI to do its magic! www.edureka.co
- 6. You wake up and AI analyses your mood www.edureka.co
- 7. Plays music or news based on your mood www.edureka.co
- 8. And your cab is booked in no time! www.edureka.co
- 9. AI is to create another human that does not live but only thinks www.edureka.co
- 10. www.edureka.co
- 12. “Machine learning is the scientific study of algorithms and statistical models that computer systems use to perform a specific task without using explicit instructions, relying on patterns and inference instead. It is seen as a subset of artificial intelligence.” www.edureka.co
- 13. Steps for Machine Learning Step 1: Data Collection www.edureka.co
- 14. Steps for Machine Learning Step 2: Data Preparation www.edureka.co
- 15. Steps for Machine Learning Step 3: Choose a Model www.edureka.co
- 16. Steps for Machine Learning Step 4:Train the Model www.edureka.co
- 17. Steps for Machine Learning Step 5: Evaluate the Model www.edureka.co
- 18. Steps for Machine Learning Step 6: ParameterTuning www.edureka.co
- 19. Steps for Machine Learning Step 7: Make Predictions www.edureka.co
- 20. Types of Machine Learning 1. Supervised Learning www.edureka.co
- 21. Types of Machine Learning 2. Unsupervised Learning www.edureka.co
- 22. Types of Machine Learning 3. Reinforcement Learning www.edureka.co
- 24. How do I make my computer differentiate between them? Supervised Learning www.edureka.co
- 26. Make the Model! Supervised Learning www.edureka.co
- 27. This is a Pigeon This is a Penguin Supervised Learning www.edureka.co
- 28. Supervised Learning Algorithms Linear Regression Random Forest Decision Trees Naïve Bayes Classifier www.edureka.co
- 29. So many fruits!Which is which? I don’t know. Unsupervised Learning www.edureka.co
- 30. Model will differentiate! ShapeColor Size Unsupervised Learning www.edureka.co
- 32. Unsupervised Learning Algorithms K – Means Clustering Apriori Algorithm Association Rules Hierarchical www.edureka.co
- 33. Good Action gives Reward Bad Action gives Punishment Reinforcement Learning www.edureka.co
- 34. This is MarI/O. An algorithm created by SethBling, aYouTuber that learnt to play Super Mario by itself Reinforcement Learning www.edureka.co
- 37. With enough interactions and training itself, it goes from being this! Reinforcement Learning www.edureka.co
- 39. Applications of Machine Learning Image Recognition www.edureka.co
- 40. Applications of Machine Learning Prediction www.edureka.co
- 41. Applications of Machine Learning E-Mail Spam Control www.edureka.co
- 42. Applications of Machine Learning Virtual Assistants www.edureka.co
- 43. Applications of Machine Learning Product Recommendation www.edureka.co
- 44. What can you be with Machine Learning? Machine Learning Engineer AI Engineer Data Analyst Data Engineer www.edureka.co
- 46. www.edureka.co