Making Data Driven Decisions Using Machine Learning скачать в хорошем качестве

Making Data Driven Decisions Using Machine Learning

Data-driven decisions are a big upgrade to the business of any company or organization. Once you start gathering and evaluating data, you'll probably discover that it's simpler to make a confident choice regarding almost any business challenge, whether it's selecting to launch or discontinue a product, modify your marketing message, enter a new market, or do something else entirely. Mathangi Sri, in her talk at Experience AI 2.0, highlighted this very fact - the importance of incorporating data-driven decisions into your company. . . Mathangi Sri is one of the top 50 influential AI leaders in India, who is currently working as the Chief Data Officer at YUBI. A woman who is passionate about creating a data-driven impact for customers, Mathangi has brought about cultural change & shift in mindsets for adopting data across different startups. She has a proven track record in building world-class data sciences solutions and teams. Having worked across large organizations and start-ups, Mathangi has published more than 20 global patents in data sciences with 10 global patent grants. 00:00 Introduction to Mathangi 2:00 What are Data-Driven Decisions? 3:03 History - reference from Natya Shastra 4:11 History - Manchester Garden Society 5:00 Age of statistics and Casual inference 5:18 Phase 1 - Data assisted human decisions 9:33 Human-guided decision tree 10:13 Phase 2 - Data Led decisions at scale 12:59 ML penetrating across the customer life cycle 15:45 ML in Banking 16:50 ML for fraud detection 17:08 ML In Marketing 17:43 ML In pricing 18:04 ML for managing premium customers 18:19 ML in retail (Walmart, Amazon) 19:31 ML in E-commerce 24:21 ML for on-demand deliveries 26:59 ML for Customer Service 27:50 ML in Healthcare 29:31 ML in Entertainment 30:02 Q&A session 30:10 what's missing from the reality of an aspiring Data Scientist's life? 35:00 Q&A discussion . . About Experience.AI On October 15, 2022, established industry leaders from various Data Science and Machine Learning domains gathered for the second edition of Experience.AI on a single platform. This was an event where industry professionals took over the spotlight to share their experiences, exciting developments in the field of Data Science and Machine Learning, and their personal journey to where they are in their careers. The event was a collaboration between Univ.AI and India's AI and Programming clubs from the top Institutes of India like IITs and NITs under the banner of the Geoffrey Hinton League. It was held LIVE online to make it more accessible to future leaders in data science and artificial intelligence from prestigious institutions across the country. The goal is to create a community of students who will further move on to define technology leadership within India and leave a significant footprint worldwide. The first edition of this conference was held offline during the pre- covid times with an amazing lineup of speakers from around the world. . . About us Founded by Harvard and UCLA AI pioneers, Univ.AI is a premier institution that offers state-of-the-art Data Science and AI education. Our mission is to provide the brightest students from around the world with a true online alternative to the world’s top institutions. You get to learn directly from our founding faculty: Dr. Pavlos Protapapas (Harvard University), Dr. Rahul Dave (formerly of Harvard faculty), and Dr. Achuta Kadambi (UCLA, Forbes 30-under-30). You learn using the same curriculum taught at Harvard, along with extensive mentoring, group learning, and real-world problem-solving, All programs are part-time, with scholarships for outstanding candidates. Visit www.univ.ai to learn more. Follow us on social media to stay updated about our events and programs! LinkedIn:   / univ-ai   Facebook: https://fb.me/univdotAI Instagram:   / univdotai   Twitter:   / univdotai   #datadrivendecision #datadrivendecisionmaking #datascientist #datascientist #ai