Statistics in AI with Montserrat Gonzalez

FromThe Women in Tech Show: A Technical Podcast

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Statistics in AI with Montserrat Gonzalez

FromThe Women in Tech Show: A Technical Podcast

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Length:

20 minutes

Released:

Jul 11, 2017

Format:

Podcast episode

Description

Statistics and Machine Learning are two fields that have advanced Artificial Intelligence. Montserrat Gonzalez, Software Engineer at Google, explains the difference between using traditional statistical approaches, Machine Learning and AI.

Released:

Jul 11, 2017

Format:

Podcast episode

Titles in the series (100)

A podcast about what we work on, not what it feels like to be a woman in tech. Hosted by Edaena Salinas, Software Engineer at Microsoft. Website: wit.fm

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Finding a Path with Mentors with Marrissa Hellesen: Today’s episode is a bit more on the career development and mentorship side. I had the opportunity to speak with Marrissa Hellesen and we talked about the time when she went from being in a gifted program to taking several jobs through her teenage years while not being enrolled in a high school. As she struggled to get her life back on track for a better future, she emphasized on the importance of mentors in her life. Marrissa has been a volunteer, educator, and mentor and she’s currently a Software Engineer at Microsoft. I hope you like this episode. by The Women in Tech Show: A Technical Podcast
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From Scientist to Software Developer with Blithe Rocher: Blithe Rocher graduated from a PhD in Physical Chemistry and went from being a Scientist to a Software Developer. In this episode we talk about this career switch and the steps she took to get immersed in the field. I liked this conversation a lot because I think these aspects also apply to people that are already working in the tech industry and they are looking at working in a different area of technology. We also talked about her work on APIs for the Hilary Clinton campaign website among other interesting projects. by The Women in Tech Show: A Technical Podcast
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Microservice Architecture with Michele Titolo: Michele Titolo is a Lead Software Developer at Capital One. Michele has built microservices at Capital One which is a Bank in the United States. We talked about the increasing popularity of microservices, what they are, and the value that they add to an organization. Michele also gave an insight on her experience developing microservices and good practices. We also talked about mobile app development and how it has been evolving. by The Women in Tech Show: A Technical Podcast
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About Design: Tabitha Yong – Khan Academy Product Designer: Tabitha Yong is a Senior Product Designer at Khan Academy. Tabitha studied graphic design at the Rhode Island School of Design, and we talked about what graphic design is, and how it is affecting technology. Tabitha also gave an insight on how products are developed at Apple and Khan Academy, the technologies she uses, and her workflow as a designer. I really enjoyed this conversation and hope that you will too. by The Women in Tech Show: A Technical Podcast
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Making a Better World Through Code with Maria Naggaga: Maria Naggaga is on a mission to make a better world through code. She is actively involved in projects to help the community, and this is one of the reasons of why she is in technology. We talked about the diverse projects she has worked on, and also about her work as a Technical Evangelist at Microsoft. Maria enjoys building projects, using ASP.NET, contributing to open source, expressing herself artistically and is currently a Program Manager at Microsoft. by The Women in Tech Show: A Technical Podcast
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Taking Initiative at Microsoft with Katharine Holdsworth: Katharine Holdsworth has been a Program Manager at Microsoft for 13 years and she is currently part of the Windows Insiders team. We talked about her experiences at Microsoft, the Windows Insiders program and about Program Management. Katharine also gave her advice on career growth and getting involved in speaking at technical conferences. We also talked about the "Meet our Leaders" speakers series that she started at Microsoft along with other women, and how this is helping the community at Microsoft. by The Women in Tech Show: A Technical Podcast
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Think Fast: Web Performance and UX with Tammy Everts: Tammy Everts is Director of Research and Content at Soasta. Tammy has over 20 years of experience researching the relation between Human Behavior, User Experience, Web Performance and Business Metrics. We talked about what the panorama was like 20 years ago and how it has been changing through the decades. Tammy also talked about biological and neurological reasons that can explain how we interact with machines and how this relates to Web Performance. In addition, we explored topics around the use of machine learning to get different insights from performance metrics, areas of opportunities with third party scripts and the future of mobile web. by The Women in Tech Show: A Technical Podcast
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Building Products with Bri Connelly: Bri Connelly is a driven engineer, product manager and entrepreneur. While at college, she participated in the IBM Watson University competition along with other students and developed an app that makes social services more accessible to people. We talked about this, and also about entrepreneurship, software engineering, product managment and Gboard, Google's latest keyboard. by The Women in Tech Show: A Technical Podcast
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Retaining Women in Tech with Rosario Robinson from The Anita Borg Institute: Rosario is a Director at The Anita Borg Institute. Our conversation explored the experiences that led her to get involved in communities that improve the careers of Women in Technology. We also talked about how she works closely with businesses to make sure they have inclusive environments to retain women in tech, and the role of men in helping with this effort. Rosario also explained the benefits of being a part of communities from The Anita Borg Institute as well as volunteering opportunities and The Grace Hopper Conference. by The Women in Tech Show: A Technical Podcast
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Galvanize: A Tech Community with Tracy Aiken: Tracy Aiken, General Manager at Galvanize explains how Galvanize is helping entrepreneurs, aspiring technologists, as well as people that already work in technology. Galvanize has beautiful locations in the United states that nurture a community that strives to improve. Tracy talked about what people can do once they are at Galvanize and the variety of opportunities that they give their members. Given Tracy’s 20 years of experience in leadership positions, we also talked about leadership and her work in ensuring that the community at Galvanize remains inclusive. by The Women in Tech Show: A Technical Podcast
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Research in Tech with Jessica Su: Jessica co-authored “The Effect of Recommendations on Network Structure” while at Twitter and is currently a PhD student in Computer Science at Stanford University. We talked about doing research in the industry and academia, the state of recommendation systems and their implications, and also about careers and technical interviews. I hope you like this episode. by The Women in Tech Show: A Technical Podcast
20 min listen
Women Who Code with Alaina Percival: Alaina Percival is the CEO of Women Who Code. Women Who Code is a non-profit global organization dedicated to inspiring women to excel in technology careers. Alaina explained how Women Who Code grew from a meetup group to a global organization that has connected over 80,000 women. We also talked about building an organization that focuses on women that already have careers in technology and engineering and why this is important. Alaina also explained how being accepted to Y Combinator in 2016 has helped Women Who Code. by The Women in Tech Show: A Technical Podcast
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Hacking for Good with Vidya Srinivasan: Vidya Srinivasan is a classical singer since she was 3 years old and has been translating ideas into action at Microsoft as a Technical Program Manager. She is a tech-for-good hacker and has won several awards hacking including the Microsoft global hackathon for the past two years. We had some interesting conversations about hackathon projects, diversity in tech, program management, career strategy and Grace Hopper. by The Women in Tech Show: A Technical Podcast
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Mobile First at Zillow with Rebekah Bastian: Rebekah Bastian talks about the current state of mobile and developing for mobile web vs native apps. Rebekah is a VP at Zillow and has been successfully driving the execution of products. She got an early start on mobile and also saw the potential for building effective experiences in this platform. We also talked about measuring engagement in mobile, her hobbies, volunteering opportunities, and about her blog post titled “Why I’m not a Woman in Tech”. by The Women in Tech Show: A Technical Podcast
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Making Art with Code with Emily Xie: Emily Xie is a Software Engineer and Artist-In-Residence at Pioneer Works. Emily is currently making art with code, and this was a fun episode because we talked about seeing coding as a craft compared to as an art. We also explored topics around the creative process involved in coding as well as the art projects she has worked on and what technologies she uses for these. by The Women in Tech Show: A Technical Podcast
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Secure Programming with Jean Yang: Security vulnerabilities are an important concern in systems. When we specify that we want certain information hidden for example our phone number or our date of birth, we expect the system to hide the information. However, this doesn’t always happen due to human error in the code because programmers have to write checks and filters across the program. In this episode Jean Yang, Assistant professor at the Computer Science Department in Carnegie Mellon, presents Jeeves, a language that allows programmers to specify security policies more intuitively making it harder to leak information that is meant to be protected. Jean explained how Jeeves was implemented and how it can be used. We also talked about what it takes to bring research concepts from academia to the industry. Jean was also named one of the 35 innovators under 35 by MIT Technology Review. by The Women in Tech Show: A Technical Podcast
20 min listen
Leveling Up: A Career in Video Games with Katie Stone Perez: Katie Stone Perez is a Senior Program Manager at the Independent Developer Xbox Team. Katie comes from a background in Psychology and we talked about the interesting perspective that this brings to building a team and how to approach product development in the gaming industry. We also talked about independent game developers and how these are changing the gaming industry by creating very unique games that have contributed to engaging a more diverse community. One interesting example is a video game called “I hope” where you are battling cancer. We also explored topics around career development and initiatives to bring more diversity to the gaming industry. by The Women in Tech Show: A Technical Podcast
20 min listen
A Year of Code with Jackie Luo: Jackie Luo is a Software Engineer at Nylas and Student at Columbia University. In this episode I talked to Jackie about how she, with little experience and exposure to coding, took on the challenge of writing code frequently, committing to github daily. We talked about the types of projects she worked on and what she learned with each experience, and also about putting school on hold, as she took a leave from Columbia to start a full-time Software Engineering role in the bay area. Jackie is a very driven person, and I learned a lot from talking to her and I hope you will too. by The Women in Tech Show: A Technical Podcast
20 min listen
Halo: Storytelling in Video Games with Kiki Wolfkill: Kiki Wolfkill is Studio Head at Halo Transmedia in 343 industries. Kiki loves storytelling since she was young and we had an interesting conversation on the process of developing a story line for Halo, one of the most successful video games of all time. Kiki also explained how the Halo Universe has expanded to other platforms such as novels, comic books, toys and the challenges of maintaining a consistent story and deciding what to explore in each platform. We also talked about the involvement of fans in Halo and how that affects the video gaming industry. Video games have become more sophisticated and the reasons why Halo is so popular is because of its rich story line, so it was very interesting to learn how this is tied with the other areas involved in video game development. by The Women in Tech Show: A Technical Podcast
20 min listen
From Intern to Corporate Vice President at Microsoft with Joy Chik: Joy Chik is a Corporate Vice President at Microsoft on Cloud and Enterprise. We talked about her career journey that started as an intern at Microsoft in the 90s and how she has kept a growth mindset throughout those years. Joy also explains what a path to leadership looks like and the challenges involved once you are in a leadership position. by The Women in Tech Show: A Technical Podcast
20 min listen
Launching a Tech Company with Andrea Goulet: Andrea Goulet is the CEO and Co-founder at Corgibytes. When Andrea was 24 years old, she started a consultancy where she worked with some of the world’s largest brands. We talked about how she leveraged that experience to lead Corgibytes, a company focused on continuously improving codebases through software remodeling. Andrea also explained the process of working with legacy code, and the community she built around it called Legacy Code Rocks. We also explored topics on building inclusive environments in tech and her personal experiences in the field. I really enjoyed this episode because Andrea shares the path to starting Corgibytes as well as the early exposure she had to the world of computers when she was a kid. Show Notes: Legacy Code Rocks! Code: Debugging the Gender Gap Purple Cow by Seth Godin by The Women in Tech Show: A Technical Podcast
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Graphics Engineering with Stephanie Hurlburt: Stephanie Hurlburt is founder and co-owner of Binomial. Binomial is making one of the best texture compressors. In this episode, Stephanie explains what texture compression is and why this is still a bottleneck in graphics engineering. We also talked about what graphics engineering is, and how she began working in this area when she was building art installations around companies. Stephanie also highlighted several open source projects and gave advice on how to get started in graphics engineering. by The Women in Tech Show: A Technical Podcast
20 min listen
Unconscious Bias in Hiring with Stephanie Lampkin: Stephanie Lampkin is Founder and CEO of Blendoor. Stephanie was named by MIT Technology Review as one of the 35 innovators under 35 in the category of Entrepreneurs. After graduating from MIT and Stanford, Stephanie applied for an analytics job at a major tech company but was offered a job in sales instead. After this experience, Stephanie created Blendoor on her own at a Hackathon. Blendoor is a job search platform that hides candidate’s names and photos in the initial stages of the process. This is helping tackle bias issues that can occur in the hiring process. We talked about how the idea of Blendoor was formed, and how she built a team and has been growing the user base. by The Women in Tech Show: A Technical Podcast
20 min listen
Machine Learning in the Medical Field with Evelina Gabasova: Evelina Gabasova is developing machine learning models and mathematical models for cancer research. She is currently a postdoctoral researcher at The University of Cambridge. We talked about how to apply machine learning models in the medical field and the state of AI. Evelina also gave an insight into the types of problems that are being tackled with machine learning and some of the implications on having access to medical data. by The Women in Tech Show: A Technical Podcast
20 min listen
AI that Thinks in Pictures with Maithilee Kunda: Maithilee Kunda was named one of MIT's innovators and visionaries under 35 for her work on an innovative approach to Artificial Intelligence. We talked about incorporating aspects or characteristics seen in people from the Autism Spectrum to Artificial Intelligence and the different perspective this brings to solving problems in the realm of AI. We discussed the experiments that she has conducted as well as the results. We also talked about the role of Machine Learning in AI, and possible applications of her research. Maithilee is currently a Researcher and Assistant Professor of Computer Science and Computer Engineering at Vanderbilt University. by The Women in Tech Show: A Technical Podcast
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Grace Hopper Celebration – Part 1: The Grace Hopper Celebration of Women in Computing is the world’s largest gathering of women technologists. It is organized every year by the Anita Borg Institute and this year there were 15,000 attendees. In this episode I talked to three attendees, Sundas Khalid, Chih-yu Chao, and John Kingsly. Sundas is a first time attendee, Chih-yu is a returning attendee, and John is one of the male attendees. by The Women in Tech Show: A Technical Podcast
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Diversity Throughout the Decades with Andrea Taylor: Andrea comes from an interesting background as when she was very young witnessed Dr. Martin Luther King Jr.'s speech on the National Mall.This event had a positive impact in her life, and we talked about the role that having a background in civil rights has played throughout her various positions in her career including at Microsoft. Andrea gave an insight to her trajectory and the motivation for deciding to lead the Birmingham Civil Rights Institute and work preserving the history of the united states and the civil rights movement. Andrea also explained the initiatives that she worked on at Microsoft to make technology accessible to underprivileged people. We also talked about diversity and the types of activities that can help improve it in the technology field. by The Women in Tech Show: A Technical Podcast
20 min listen
Becoming a Better Programmer with Sonali Sridhar: Sonali Sridhar is Co-Founder of The Recurse Center, a free three month educational retreat for new and experienced programmers. Sonali talks about building a successful learning organization for programmers and how to establish and maintain a diverse environment through a set of lightweight social rules. She also explained what people work on while they are at The Recurse Center and strategies to become a better programmer. The Recurse Center is a very unique experience because it is not a boot camp and there is no curriculum, programmers build their own path to learning. by The Women in Tech Show: A Technical Podcast
20 min listen
Ethics in AI with Francesca Rossi: Artificial Intelligence is changing every industry. Francesca Rossi, Distinguished Research Staff Member at IBM talks about the applications of AI and the idea of embedding an Ethics module in these systems. by The Women in Tech Show: A Technical Podcast
20 min listen
Data Driven Marketing with Jessica Jobes: Jessica Jobes is the founder of OnTheGrid, a marketing agency which brings data first to decision making. Jessica brings years of experience working at Microsoft as a Program Manager at Bing. We talked about the key insights that she learned during her time and how they helped her launch a company in online marketing. While at Microsoft, Jessica also worked as Chief of Staff with Derrick Connell, CVP at Bing and Julie Larson-Green, Chief Experience Officer at Office. We talked about what a Chief of Staff does as well as the work involved in creating effective demos. by The Women in Tech Show: A Technical Podcast
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Dr. Massimiliano Versace- Neurala- AI Technology on Edge and Mobile Devices: Founded by three students studying artificial intelligence at Boston University around 2006, Neurala is a company that’s using graphic processing units (GPUs) for artificial intelligence. Having identified the need for increased compute power, the... by Finding Genius Podcast
35 min listen
1815: Discussing Synthetic Data With Accenture: Fernando Lucini, Global Data Science & Machine Learning Engineering Lead at Accenture by The Tech Talks Daily Podcast
27 min listen
Machine Learning, Business Success – Charles Martin, PhD, Data Scientist, Machine Learning AI Consultant, and Chief Scientist at Calculation Consulting – Rapidly Evolving Opportunities For Business Via Machine Learning and Data Science: Charles Martin, PhD, data scientist, machine learning AI consultant, and chief scientist at Calculation Consulting, delivers a thorough overview of the technologies that are helping companies expand their customer base and increase revenue. Martin is... by Finding Genius Podcast
42 min listen
Gary Marcus on the Future of Artificial Intelligence and the Brain: Gary Marcus talks with host Russ Roberts about the future of artificial intelligence (AI). While Marcus is concerned about how advances in AI might hurt human flourishing, he argues that truly transformative smart machines are still a long way away and that to date, the exponential improvements in technology have been in hardware, not software. Marcus proposes ways to raise standards in programming to reduce mistakes that would have catastrophic effects if advanced AI does come to fruition. The two also discuss "big data's" emphasis on correlations, and how that leaves much to be desired. by EconTalk
58 min listen
Ep 208: Explaining AI In Recruiting (Part 2): Jon Krohn talks to Matt Alder by Recruiting Future with Matt Alder
48 min listen
From research to product at Azure AI: with Bharat Sandhu by Practical AI: Machine Learning, Data Science
49 min listen
Data and Analytics Summit Preps Leaders for the Future: Gartner’s Data and Analytics Summit is one of the world’s largest gatherings of business and IT leaders across this important discipline. Gartner’s leading analysts came together to share a postcard from the future to enable everyone to be ready for the coming technology wave. by TechWave: A Gartner Podcast for IT Leaders
28 min listen
Artificial intelligence and the power of disruption: From predictive analysis to machine learning models to robots, the landscape of artificial intelligence is evolving at a meteoric rate and businesses across every industry have no choice but to adopt. Our experts discuss the existing AI infrastructur... by Center For Investment Excellence
16 min listen
Ep 53: Unique Insights From People Analytics: Andrew Marritt talks to Matt Alder by Recruiting Future with Matt Alder
29 min listen
Christopher Nguyen, serial entrepreneur, AI professor, and CEO of Aitomatic, discusses human-first vs. data-first approaches to machine learning by AI and the Future of Work
33 min listen
Google AI and Machine Learning with Dr. Karina Montilla Edmonds: Google's "AI First" approach and the Cloud AI divisions mission to democratize AI. by MIND & MACHINE: Science & Tech of Maximizing Human Capability
46 min listen
069 - Artificial Intelligence (AI): Oxymoron or the Next Level of Consciousness? by The Cunning of Geist
33 min listen
AI Today Podcast: Overview of Synthetic Data: Machine learning algorithms need examples of data from which they can learn, especially supervised machine learning algorithms. However, one big challenge for those looking to put machine learning into practice is the lack of a sufficient quantity of g... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion
47 min listen
Digital Recognition – Chris Weilemann, CTO of CloudSight – Visual Understanding of High Volume Media Through the Use of Artificial Intelligence Image Recognition: Chris Weilemann, CTO of CloudSight (cloudsight.ai), provides a detailed overview of CloudSight’s visual cognition and understanding API (application programming interface). CloudSight is a tech company based in Los Angeles that specializes in... by Finding Genius Podcast
16 min listen
Feb '22 • Artificial Intelligence in international student recruitment: In this episode we will be focusing on Artificial Intelligence and discussing what it is and how it it being used in the international student recruitment industry. Alongside key market trends and developments in our sector, we will also be discussing Nigeria as a major source market for international students. This episode is sponsored by iSchoolConnect who help global students gain admission into the perfect university using Artificial Intelligence technology. For further details please visit: https://bit.ly/3BB1jNc by ICEF Podcast
37 min listen
Episode 10: AI in the Pharma Industry: Artificial Intelligence and Life Sciences: The Dawning of a Digital Revolution in Pharma Manufacturing Dr. Loubna Bouarfa, CEO of OKRA.ai, and Stephan Rosenberger, Lonza's Head of Digital Transformation, discuss how AI is currently transforming the phar... by A view on
27 min listen
The future of software engineering is powered by AIOps and open source: On this sponsored episode of the podcast—the first in a series of four—we talk with Pratik Wadher, senior VP of Product Development at Intuit, about how they are building a AI-enabled development platform that increases the velocity at which their 7,000 plus developers can get work done. by The Stack Overflow Podcast
26 min listen
Google Artificial Intelligence: DeepMind's Irina Higgins Talks about the Field by Finding Genius Podcast
19 min listen
Data Journeys with Bruno Aziza: On the show this week, and share two popular episodes of ’s YouTube series Data Journeys. First up, Bruno talks with Aaron Biller of Postmates about their triangle of complex data that includes customer, courier, and merchant. He details their... by Google Cloud Platform Podcast
44 min listen
AI Today Podcast: Insights into AutoML – Interview with Jorge Torres, Founder and CEO at MindsDB: AutoML tools are becoming more widely adopted and changing the way companies use AI. In this episode of the AI Today podcast we interview Jorge Torres, Founder and CEO at MindsDB. He shares with us how AutoML is helping accelerate machine learning mode... by AI Today Podcast: Artificial Intelligence Insights, Experts, and Opinion
19 min listen
#232 - A.I. + Big Data Altcoin by The Beanpod - Crypto and Stocks
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#46 AI in Healthcare, an Insider's Account by DataFramed
62 min listen
Breaking Down Today’s Machine Learning Technology with Christina Pawlikowski: Melissa Perri is joined by Christina Pawlikowski, a teaching fellow at Harvard and co-founder of Causal, to help demystify machine learning and AI on this episode of Product Thinking. by Product Thinking
37 min listen
Microscale Manufacturing – Rahul Panat, Associate Professor, Department of Mechanical Engineering at Carnegie Mellon University – An Overview of Modern Manufacturing and Technology’s Important Role: Rahul Panat, Associate Professor, Department of Mechanical Engineering at Carnegie Mellon University, provides an overview of his work in microscale additive manufacturing, microelectronics, and much more. Podcast Points: How has 3D printing improved... by Finding Genius Podcast
32 min listen

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Statistics in AI with Montserrat Gonzalez

Statistics in AI with Montserrat Gonzalez

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