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Title & Speakers Event
Grace Halim – Product Manager @ Power Digital Marketing , Nick Zervoudis – Head of Product @ CKDelta

The Data Product Management In Action podcast, brought to you by Soda and executive producer Scott Hirleman, is a platform for data product management practitioners to share insights and experiences. 

In Season 01, Episode 17, host Nick Zervoudis ( Head of Product at CKDelta) talks to Grace Halim (Product Manager with Power Digital Marketing). In this episode Grace shares her career journey and highlights the importance of diverse experiences in shaping a successful product manager. She discusses the value of empathy, strong relationships with engineering and data teams, and the role of curiosity in asking the right questions. Listen to Grace as she shares her plans for a career break to explore new projects! 

About our host Nick Zervoudis: Nick is Head of Product at CKDelta, an AI software business within the CK Hutchison Holdings group. Nick oversees a portfolio of data products and works with sister companies to uncover new opportunities to innovate using data, analytics, and machine learning. Nick's career has revolved around data and advanced analytics from day one, having worked as an analyst, consultant, product manager, and instructor for startups, SMEs, and enterprises including PepsiCo, Sainsbury's, Lloyds Banking Group, IKEA, Capgemini Invent, BrainStation, QuantSpark, and Hg Capital. Nick is also the co-host of London's Data Product Management meetup, and speaks & writes regularly about data & AI product management. Connect with Nick on LinkedIn.  
About our guest Grace Halim: Grace is a seasoned product leader with a passion for building innovative products. With over 12 years of product management experience, Grace has honed her skills in leading high-performing product teams and delivering exceptional customer experiences. From crafting engaging data products to optimizing complex enterprise systems, Grace has a proven track record of success in the product management field. Grace is currently on a career break traveling around Australia in a caravan with her young family. Having been a product leader in the last two roles she held, Grace excelled in building and scaling product teams, fostering a culture of innovation, and driving business growth. Her teams' focus on customer focus and strategic thinking have been instrumental in delivering successful products that resonate with customers and drive bottom-line results. Beyond her corporate experience, Grace is an entrepreneur at heart. As co-founder of a data platform, she demonstrated her ability to turn a vision into a paying customer. Stay up to date with Grace’s adventure on LinkedIn. 

All views and opinions expressed are those of the individuals and do not necessarily reflect their employers or anyone else. 

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AI/ML Analytics Marketing
Data Product Management in Action: The Practitioner's Podcast
Event Leaders of Analytics 2024-04-04

In this episode, I’m joined by the remarkably versatile Akshay Swaminathan, a polyglot who speaks 11 languages and has carved a unique path from medicine to data science. Currently an MD-PhD candidate at Stanford, Akshay's work has taken him from building clinics in Bolivia to pushing the boundaries of healthcare through data science. Akshay's journey is not just about his professional achievements but also his personal commitment to continuous learning and making a global impact. His transition from medicine to data science was driven by his desire to leverage technology for social good, particularly in healthcare. We also explore Akshay's book "Winning with Data Science" aimed at business professionals seeking to integrate data science into their operations. In short, Akshay might just be the most interesting person you’ll come across this year. Previous episode: Ultralearning: How to Master Hard Skills and Accelerate Your Career with Scott Young Akshay's website: https://www.akshayswaminathan.com/ Akshay on LinkedIn: https://www.linkedin.com/in/akshay-swaminathan-68286b51/

Data Science

There is so much to learn! If you’re anything like me, you’re overwhelmed by the number of books, articles, podcasts, online and offline courses, webinars and other training opportunities out there. Today, we’re not short of learning materials, but often lack the time and capacity to learn new things. But what if there’s a better way to learn? Enter the concept of “Ultralearning”, coined by best-selling author Scott Young. A few years ago, I read Scott’s book Ultralearning and it changed my life. Not only did Scott’s approach to learning increase my learning rate significantly, it also made the process a lot more enjoyable overall!  Scott is an impressive Ultralearner who has used his advanced learning strategies to complete a 4-year computer science degree in 12 months, learn languages such as Spanish, Chinese, Korean and Macedonian and become a decent portrait artist. And then he’s written a book about it. In this episode of Leaders of Analytics, you will learn: How Scott has used his learning principles to master very complex and diverse skills in a very short timeHow we learn and retain informationHow we can structure our learning to faster absorption and better retentionHow Scott designs a learning strategy from scratchWhether Malcolm Gladwell’s “10,000 hour rule” is true or BSStrategies for learning hard and soft skills, and much more.Scott's website (full of excellent learning resources): https://www.scotthyoung.com/ Scott's podcast: https://www.scotthyoung.com/blog/podcast/ Scott on Twitter: https://twitter.com/scotthyoung/ Scott on LinkedIn: https://www.linkedin.com/in/scott-h-young-867ab21/

Analytics Computer Science
Jason Joven – host @ Chartmetric

HighlightsLil Nas X, Billie Eilish and Nipsey Hussle top the Apple Music Top Songs chart yesterdayPunjabi-Canadian rapper NAV rules the Billboard 200 album chartRegional mint playlists tap the dance floors around the worldMissionGood morning, it’s Jason here at Chartmetric with your 3-minute Data Dump where we upload charts, artists and playlists into your brain so you can stay up on the latest in the music data world.DateThis is your Data Dump for Tuesday April 2nd 2019.ChartsApple Music’s Top Songs chart yesterday was dominated by three narratives: the viral psuedo-country hit by Lil Nas X, Billie Eilish’s new album “WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?” and the untimely shooting death of LA rapper Nipsey Hussle.Of the Top 100 songs that charted, LA-based Billie Eilish came away as the most frequently occuring artist on the chart at 16 tracks total. Two of her older songs “lovely” and “Idontwannabeyouanymore” joined all 14 of her new album’s tracks in an impressive show of force on Apple Music.Atlanta rapper Lil Nas X, still managed to take the #1 spot on Apple’s Top Songs chart yesterday, probably in part thanks to the Billboard country chart controversy. Released on Apple only since March 13th, it’s already spent 10 days on the Top Songs chart.Finally, the work of LA artist and community activist Nipsey Hussle, after his fatal shooting in front of his clothing store in South Los Angeles, experienced a surge in listening.Six of Nipsey’s tracks, including collaborations with Kendrick Lamar and Puff Daddy, made it into the Top 100 songs chart from positions 18 to 76. Five of those were from his last 2018 album “Victory Lap”, which was Grammy-nominated for Best Rap Album.Nipsey was 33 years young. May he rest in peace.Artist Highlight in the NewsPunjabi-Canadian rapper and producer NAV nabbed his first #1 album on the Billboard 200 chart announced on March 31st.The Toronto-native, who has tracks with The Weeknd, Travis Scott and Lil Uzi Vert, also has 1.2M Spotify followers and 8.9M monthly listeners, giving him a very impressive listener to follower ratio of 7.This bodes well for NAV since this suggests repeated listening despite having a relatively lower follower count.NAV’s hometown of Toronto takes fourth place in his most listened-to cities on Spotify, though his rap sound resonates most stateside: namely LA, Chicago, and Dallas. His Instagram at 1.5M followers is growing at approximately 2.8K daily.His follower base is currently ¾ male and very strong in the 18-24 age range, with Nicki Minaj, Drake and WorldStarHipHop being among his most notable IG followers.If you want to check out NAV’s work, you can find him in the #42 slot on Today’s Top Hits with his track “Price on My Head” (feat. the Weeknd).Playlist Round-Up If you’re into electronic music, surely you already know about Spotify’s mint playlist at 5.4M followers and the 9th most followed playlist.But do you know about mint Latin? Or mint Canada, mint BR (Brazil), or mint India?Mint Latin for example has 1.8M followers and features “the new wave of Latin Electronic producers and DJs”. It currently has 50 tracks and an average track popularity score of 42 out of 100.If 42 sounds a little low, our Jan 2018 Medium article on the mint playlist discussed how dance music exists in a different space that is more about the hours-long mix, making any single artist or track, well, not as important.Surely this is made clear as mint Latin is a pre-mixed playlist just like its big brother: meaning if you listen from one track to another, a DJ has already made smooth transitions to give you one singular listening experience.So if you’re looking for a frontline-oriented playlist featuring dance sounds from certain regions of the world, look no further.OutroThat’s it for your Daily Data Dump for Monday April 2nd 2019. This is Jason from Chartmetric.You can always get links to episode sources and additional information at: chartmetric.transistor.fm/episodes.Happy Tuesday, see you tomorrow!

How Music Charts
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