Matt Knudsen's Tech Talk
- 1. Machine Learning Business Analytics By: Matt Knudsen
- 2. What is Machine Learning? • Machine Learning (ML) is an application of Artificial Intelligence that provides systems the ability to automatically learn and improve through experience without being explicitly programmed. • 2 categories of Machine Learning: • Supervised: Requires humans to create sets of training data & validate the results of the training. • Unsupervised: Data scientist chooses massive data set and tells the software to find the patterns within it. http://www.iamwire.com/2017/07/algorithms-machine-learning- engineers/155436
- 3. Current Use of Machine Learning in Business • Marketing use: Finding trends of consumers through Web searches. • Finds flaws in complex machinery: • Finds what parts need fixing. • Facial recognition: • Facebook, I-Photo, I-Phone, etc. http://www.techguruit.com/top-8-ways-facial-recognition-software- used-today/
- 4. Future of Machine Learning in Business • Machine Learning could provide: • More updated data through use of algorithms and historical data. • A shift in demand in the data industry for workers and historical data sets. • Better products. • More accurate marketing strategies based on consumers trends. http://www.madeiradata.com/machine-learning-good/ https://www.toptal.com/machine-learning/machine- learning-theory-an-introductory-primer
- 5. Work Cited • Evan Schuman - Sep 20, 2017 12:00 pm UTC. “DigitalTransformation: How Machine Learning Could Help Change Business.” ArsTechnica, 20 Sept. 2017, arstechnica.com/information- technology/2017/09/digital-transformation-1/?intcid. • Faggella, Daniel. “Three Real Use-Cases of Machine Learning in BusinessApplications.” The Huffington Post,TheHuffingtonPost.com, 9 June 2017, www.huffingtonpost.com/entry/three-real- use-cases-of-machine-learning-in-business_us_593a0e91e4b014ae8c69df37. • Biewald, Lukas. “How Real BusinessesAre Using Machine Learning.” TechCrunch,TechCrunch, 19 Mar. 2016, techcrunch.com/2016/03/19/how-real-businesses-are-using-machine-learning/.