Women in Data
Data Bytes
Your bite-sized dose of data stories, professional interviews, and latest trends in the world of data. Join the Women in Data Community here: https://womenindata.mn.co/sign_up
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Episodes
Innovation and Data Science Leadership 05.12.2024 26:25
(00:01:02) Role and responsibilities explained (00:01:39) AI impact on analytics maturity (00:02:17) Analytics maturity study findings (00:03:01) Reflections on industry progress (00:03:39) Leadership gaps and silos (00:04:27) Breaking down organizational silos (00:04:53) Accessibility in data tools (00:05:24) Data tools transforming organizations (00:05:55) Growing demand for data insights (00:06...
Advancing AI through Data Engineering in Pharmaceuticals 19.09.2024 38:38
(00:00) Introducing Catherine Shen’s Career (00:32) Transition from Luxury to Pharma (01:55) Role of Data in Pharma (02:52) Evolution of Data Engineering (04:06) Innovative Data Solutions Impact (07:23) AI’s Role in Pharma Industry (10:24) Future AI Investments and Strategy (13:09) Solving Unstructured Data Challenges (14:02) Partnering with Math Company (16:44) Measuring Success in Partnerships (...
The AI Insider: Data Curation and Privacy Mastery with Jigyasa Grover 12.09.2024 33:24
(00:00) Intro: Negative connotations in AI (00:21) Synthetic data fills gaps (00:35) Guest introduction (01:23) Importance of data quality (02:14) Data-centric machine learning focus (03:02) Bias mitigation strategies (03:41) Role of human in AI loop (04:34) Synthetic data in AI (05:29) Pre-trained models and data quality (06:02) Experiments with data quality (06:39) Leading AI and research projec...
GenAI effects on the job market and hiring 05.09.2024 31:39
(01:22) Research on skills and technology (01:47) Changes in job search methods (02:29) Algorithmic hiring and firm adaptations (03:25) New roles from technology (04:54) Ripple effects of technological changes (06:06) Skating to where the puck is (07:07) Building future-proof skills (08:02) AI tools in daily work (09:00) AI's impact on jobs (10:08) Mega trends: technology, climate, demographic...
GenAI Use Cases and the Road Ahead 29.08.2024 48:32
(Intro 00:00:00) Generative AI discomfort. (00:00:36) Excited for data and MLOps. (00:01:10) First one-on-one chat. (00:02:29) Career transitions and "aha" moments. (00:03:05) Bored easily, switched roles. (00:05:22) Starting with startups. (00:07:27) Learning skills at startups. (00:09:26) Startups vs. big companies. (00:11:55) Best time to join startups. (00:13:41) Risky career, conser...
Navigating the AI Frontier: Leadership Lessons and Insights 22.08.2024 33:04
Join Women in Data's Datathon for free here: (https://womenindata.mn.co/spaces/10708034/about) (00:00:21) Importance of soft skills for technical professionals (00:00:39) Introduction to the guest's extensive career and leadership in the military and data fields (00:01:16) Discussion on breaking barriers in a male-dominated field (00:01:45) Leadership journey and pivotal moments in career...
Unveiling Data Odyssey 15.08.2024 35:31
(00:00:00) Intro (00:00:22) Introduction to Snowflake and AI (00:00:34) Guest introduction and background (00:00:57) Excitement about the conversation (00:01:13) Impressions of Snowflake's office (00:01:21) Discussion on Snowflake Summit and AI/ML announcements (00:01:52) Overview of Snowflake as a unified platform (00:02:16) Evolution of Snowflake from data warehousing to AI (00:02:37) AI fea...
Breaking Barriers in Data Science 08.08.2024 30:18
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. (Intro 00:00:00) Introduction by Maggie (00:00:19) Data science roles evolving (00:00:34) Guest Introduction - Maggie Ma (00:00:56) Maggie’s diverse data science background (00:01:12) What drew Maggie to data? (00:01:35) University majors and early internships (00:02:37) Discovering geospatial data scien...
Charting New Paths in Data Science and AI with Gaia 01.08.2024 33:05
Join us for an insightful episode of the Data Bytes Podcast featuring Gaia Bellone, Chief Data Scientist at Prudential Financial. Gaia's illustrious career spans roles such as Senior Vice President at KeyBank and Executive Director at Chase, highlighting her expertise in data science and AI. In this episode, Gaia shares her career journey, from her academic beginnings at Carnegie Mellon Univer...
Bridging Worlds Robotics Art and Innovation with Dr. Catie Cuan 25.07.2024 30:35
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. Catie introduction (00:00:56) Research discussion (00:01:21) Human-robot interaction (00:02:24) Choreo robotics (00:03:16) Dance background (00:03:41) Movement and emotion (00:04:29) Robot design (00:05:42) Human expectations (00:06:10) Googly eyes (00:06:53) Utility and inspiration (00:08:07) TED talk (...
Algorithmic Bias with Best Selling Author Hilke Schellmann 18.07.2024 44:53
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. (00:00:00) Intro (00:00:20) AI in Hiring (00:00:37) Bias in Automation (00:01:04) Welcome to Podcast (00:01:09) Guest Introduction (00:01:16) Journalism to AI (00:01:26) First Encounter with AI (00:02:10) Job Interview with Robot (00:02:48) Research and Rabbit Hole (00:05:24) Hiring Tools Bias (00:05:51)...
Exploring Data Governance and AI 27.06.2024 42:36
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. (00:00:00) Gen AI benefits discussed. (00:00:18) Peggy Tsai introduction. (00:01:06) Data leadership conversation starts. (00:01:39) Challenges for data officers. (00:02:20) AI compliance and regulation. (00:03:27) Merging data and AI roles. (00:04:08) Data quality importance. (00:05:02) Gen AI adoption s...
From Brains to Bytes: Jon Krohn's Story 20.06.2024 47:54
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. (00:00:00) - Creating a course with AI (00:00:35) - Welcome Dr. Jon Krohn (00:01:58) - AI's impact on teaching (00:02:33) - Updating Jupyter notebooks (00:03:10) - Using Claude 3 Opus (00:04:13) - Free content availability (00:06:35) - O'Reilly and free access (00:07:37) - Early content creation (0...
Steps to a Successful Analyst Transition 13.06.2024 40:07
(Intro 00:00:00) Importance of asking for help and admitting ignorance. (00:00:31) Introduction to Colleen's journey into data analytics. (00:01:23) Background in athletics and transition to data career. (00:02:12) Current role in healthcare and previous athletic career. (00:02:48) Transferable skills from athletics to data analytics. (00:03:47) Work ethic, resilience, and team collaboration i...
AI Across Spheres: Challenges and Opportunities 06.06.2024 35:07
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. (Intro 00:00:00) Deep learning inspired by the human brain. (00:00:29) Besa's leadership and analytics background. (00:01:06) Excitement for Besa's interdisciplinary background. (00:01:28) Besa's journey combining technology and human condition. (00:03:49) AI's impact on healthcare discussed...
Bridging Data and Business: Insights from a Data & Analytics Advisor 30.05.2024 34:51
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. (00:00:30 - 00:01:52) Welcome and Introduction (00:01:52 - 00:04:07) Democratizing Data (00:04:07 - 00:06:59) Balancing Architecture and Flexibility (00:06:59 - 00:10:08) Internal vs. Consulting Support (00:10:08 - 00:13:09) Measuring ROI in Data Projects (00:13:09 - 00:16:26) Improving Business and Technica...
Mathematics, AI, and Beyond: Exploring the Intersection 23.05.2024 30:49
Data Bytes listeners get an exclusive discount to join Women in Data. View discount here. (00:00:00) Importance of changing the way we teach math to be more inclusive. (00:00:34) Introduction to the podcast guest, author and professor. (00:00:58) Teaching at James Madison University; living in Alexandria, VA. (00:01:28) Balancing in-person, hybrid, and online teaching formats. (00:02:05) Overview...
How to Elevate Your Data Journey 16.05.2024 30:38
As a Data Bytes Listener, you get an exclusive discount for WiD Pro Membership. Join here (Intro 00:00:00) Companies leaping into AI without solid data foundations. (00:01:12) Importance of conferences for connecting and learning. (00:01:26) Christina emphasizes energy and storytelling at tech conferences. (00:02:17) LinkedIn connections making conference experiences better. (00:02:33) Christina’s...
AI Adoption with Sol Rashidi 09.05.2024 34:22
(00:00:00) - Introduction by Sol Rashidi on data management challenges.(00:00:36) - Sadie welcomes Sol and discusses her background and accolades. (00:02:21) - Sol addresses the impact of AI hype on C-suite roles and data governance. (00:03:17) - Sol explains her approach to overcoming data challenges.(00:04:16) - Discussion on the evolving roles within the C-suite and the challenges of unclear di...
Retrieval Augmented Generation and the Evolution of Data Science Roles 02.05.2024 50:25
[00:00:00] Intro and discussion on information retrieval [00:00:36] Sadie welcomes Harpreet, discussing his achievements and connections [00:01:46] Early interactions and courses between Harpreet and Sadie [00:02:27] Updates on Sadie's SQL course and new roles [00:03:42] Harpreet discusses following curiosity in his career and AI's growth [00:06:55] Future of data science roles and special...
Effective Strategies for Data and AI Literacy 18.04.2024 28:44
Intro [00:00:00] Priscila discusses the importance of an accessible data infrastructure and data literacy. [00:00:41] Sadie: Introduction of Priscila Papazisis, her achievements and roles. [00:01:06] Sadie: Discussion on AI and data literacy strategies for organizations. [00:01:27] Priscila: Priscila responds about strategies for fostering data literacy in organizations. [00:02:03] Priscila: Impor...
How to cultivate a growth mindset 11.04.2024 27:07
[00:00:00] - Ania discusses her approach to energy use and following curiosity without questioning its practicality. [00:00:34] - Introduction of Ania Cwojdzinska as a vibrant member of the Women in Data community, mentioning her background and achievements. [00:01:24] - Sadie asks Ania about the intersection of data science and psychology and how Ania incorporates both in her work. [00:03:02] - A...
Measuring the Value of AI Solutions 04.04.2024 39:36
Discussion on AI in Business [00:01:00] Sadie introduces the main conversation topics. [00:01:20] Cal shares his anticipation for future meetups. [00:01:26] Discussion on the rapid developments in AI. [00:02:03] Key indicators companies overlook when identifying AI opportunities. [00:02:28] Cal elaborates on challenges and solutions in AI opportunity realization and measurement. [00:03:41] Approac...
Women in AI 28.03.2024 41:27
Intro & Discussion on AI Career and Passion 00:00:00 - Introduction and advice on pursuing AI as a career. 00:00:17 - The importance of passion and intellectual rigor in AI. Erica's Background & Journey into AI 00:00:32 - Introduction to Erica Luna Lee: her background in tech and founding Women of AI. 00:01:16 - Erica's entry into the AI space and her journey from research to tech...
Machine Learning Ops 14.03.2024 31:29
Dive into the world of Machine Learning Operations (MLOps) with the remarkably insightful Maria Vechtomova. She is an MLOps Tech Lead at Ahold Delhaize and Co-Founder of Marvelous MLOps. TimeStamps: 00:00:00 - Introduction to the episode with Maria Vechtomova. 00:00:32 - Sadie introduces Maria Vechtomova and her career. 00:01:06 - Maria expresses her appreciation for the DataBytes podcast. 00:02:0...
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