Industrial machine learning : using artificial intelligence as a transformational disruptor Understand the industrialization of machine learning (ML) and take the first steps toward identifying and generating the transformational disruptors of artificial intelligence (AI). You will learn to apply ML to data lakes in various industries supplying data professionals with the advanced skills required to handle the future of data engineering and data science. Data lakes currently generated by worldwide industrialized business activities are projected to reach 35 zettabytes (ZB) as the Fourth Industrial Revolution produces an exponential increase of volume velocity variety variability veracity visualization and value. Industrialization of ML evolves from AI and studying pattern recognition against the increasingly unstructured resource stored in data lakes. Industrial Machine Learning supplies advanced yet practical examples in different industries including finance public safety health care transportation manufactory supply chain 3D printing education research and data science. The book covers: supervised learning unsupervised learning reinforcement learning evolutionary computing principles soft robotics disruptors and hard robotics disruptors. You will: Generate and identify transformational disruptors of artificial intelligence (AI) Understand the field of machine learning (ML) and apply it to handle big data and process the data lakes in your environment Hone the skills required to handle the future of data engineering and data science Chapter 1: Introduction Chapter 2: Background Knowledge Chapter 3: Classic Machine Learning Chapter 4: Supervised Learning: Using labeled data for Insights Chapter 5: Supervised Learning: Advanced Algorithms Chapter 6: Unsupervised Learning: Using Unlabeled Data Chapter 7: Unsupervised Learning: Neural Network Toolkits Chapter 8: Unsupervised Learning: Deep Learning Chapter 9: Reinforcement Learning: Using Newly Gained Knowledge for Insights Chapter 10: Evolutionary Computing Chapter 11: Mechatronics Chapter 12: Robotics Revolution Chapter 13: Fourth Industrial Revolution (4IR ) Chapter 14: Industrialized Artificial Intelligence Chapter 15: Final Industrialization Project Appendix: Reference Material