This discussion follows Stefanie Molin's evolution from programming novice to core open-source developer. Stefanie shares her transition from R to Python and her approach to creating accessible learning materials for workshops and presentations.
She offers practical insights into open-source development, emphasising how quality documentation drives tool adoption and user engagement. The conversation addresses challenges like balancing contribution time with other responsibilities and staying current with emerging libraries.
Stefanie provides valuable advice for aspiring contributors, highlighting the importance of communication skills and understanding user needs. Her reflections on her engineering journey and upcoming projects offer a realistic look at the collaborative nature of open-source development and the satisfaction that comes from community contribution.
Reading materials:
Join Merve Noyan as she shares her professional journey from NLP specialist to working with multimodal models at Hugging Face. Merve discusses the evolution of computer vision and explains why vision language models are becoming increasingly important in the AI landscape.Throughout the conversation, she emphasizes how community engagement helps practitioners keep pace with AI's rapid developments and clarifies misconceptions about contributing to open-source projects. For newcomers to the field, Merve offers practical advice focused on hands-on experience and continuous learning rather than following endless tutorials.This discussion provides genuine insights into both the technical aspects of modern machine learning and the collaborative environment that drives innovation at Hugging Face and throughout the open-source ML community.
Gábor Szárnyas from DuckDB Labs sits down with Tomas "Uncle Data" Peluritis to break down why this SQL engine is making waves in data processing. Their chat covers everything from the surprising shift back to local processing and why columnar databases are winning the performance battle, to practical insights on query optimization and the exciting future of WebAssembly in database tech.
The duo dives into real-world applications, comparing DuckDB to Parquet, discussing modern data lakes, and sharing insider knowledge on upcoming support for Iceberg and Delta formats. Whether you're cost-conscious about your data stack or curious about contributing to open source, this conversation delivers both technical depth and accessible explanations that will leave you rethinking your approach to data engineering.
Perfect for data professionals looking to stay ahead of the curve or anyone interested in how modern data tools are evolving beyond traditional paradigms.
This discussion follows Aurimas Griciūnas' professional evolution from MLOps engineering to product leadership. Aurimas shares his approach to teaching technical concepts through hands-on experience and explains why personalized projects lead to better learning outcomes than generic tutorials.
He reflects on his content creation journey and the challenges of maintaining consistency while navigating rapidly changing technology trends. The conversation explores his upcoming AI engineering bootcamp designed specifically for professionals transitioning into AI roles.
Aurimas offers insights into the complexities of AI agents, the MCP framework, and the challenges of cross-agent communication. His practical perspective on building standards and tools in AI engineering provides valuable context for both newcomers and experienced practitioners looking to develop effective solutions in this evolving field.
In this conversation, Brandon Rhodes shares his journey in the Python community, discussing his work on astronomy-related open source projects like PyEphem and Skyfield. We can also hear the intricacies of orbital mechanics, the importance of API design, and the real-world applications of his libraries. Brandon also reflects on the evolution of Python, the significance of practical tutorials, and the art of public speaking, offering insights into his preparation for keynotes and the challenges of engaging an audience.
Šiame pokalbyje Duomenų Dėdė ir Simonas Stonys nagrinėja analitikos ir duomenų inžinerijos evoliuciją, aptardami asmenines patirtis, iššūkius derinant duomenis, duomenų kokybės svarbą ir duomenų vaidmenį verslo sprendimuose. Jie pabrėžia skaidrumo, bendradarbiavimo ir pusiausvyros tarp techninių ir netechninių aspektų svarbą duomenų procesuose. Diskusija taip pat apima duomenų inžinerijos ateitį, automatizavimą ir dirbtinio intelekto poveikį analitikai.
Pagrindinės įžvalgos:
Šiame epizode kalbamės su Tomas Moška, Turing College produkto vadovu (CPO), apie šios inovatyvios edukacinės platformos kelionę, viziją ir ateities planus.
Pokalbio metu aptariame:
Ypač įdomu išgirsti apie tai, kaip Turing College sprendžia tradicinio švietimo apribojimus ir bando demokratizuoti IT švietimą, padarydami jį prieinamesnį didesniam žmonių ratui. Tomas taip pat dalinasi vertingais patarimais apie nuolatinio mokymosi svarbą ir bendruomenės reikšmę profesiniame vystymesi.
Turing College: https://bit.ly/4hjUVh4
Pokalbis su Giedrium Žebrausku iš Turing College: https://creators.spotify.com/pod/show/duomenu-dede/episodes/LT-Turing-College--Sveiuose-Giedrius-ebrauskas-e1o72j7
Šiame epizode Antanas atvirai dalinasi savo profesine kelione ir patirtimis kuriant duomenimis pagrįstą verslą Lietuvoje. Nuo analitiko pozicijos banke, per vadovo pareigas, iki savarankiško produkto kūrimo - išgirsite nuoširdų pasakojimą apie tai, kaip kartais karjeros vingiai nuveda ten, kur visai nesitikėjome.
Antanas atvirai dalinasi tiek sėkmėmis, tiek nesėkmėmis, ir pasakoja, kodėl kartais "mažiau yra daugiau" kuriant technologinį verslą. Ypač įdomu išgirsti apie tai, kaip galima sukurti konkurencingą produktą be milijoninių investicijų į infrastruktūrą, ir kodėl svarbu pirma gerai išanalizuoti rinką, o tik tada pulti kurti produktą.
Šiame pokalbyje su Vilium aptarėme įvairias temas, susijusias su verslumu, pardavimais ir produktų vystymu. Vilius dalinasi savo kelione nuo darbo didžiosiose technologijų įmonėse iki nuosavo verslo kūrimo Lietuvoje, atkreipdamas dėmesį į klaidingus įsitikinimus apie pardavimus ir klientų poreikių supratimo svarbą.
Jie giliai nagrinėja rinkos tendencijas, investavimo strategijas ir duomenų valdymo iššūkius nekilnojamojo turto sektoriuje. Vilius pristato inovatyvius sprendimus, skirtus automatizuoti vartotojų patirtį ir tobulinti vertinimo procesus rinkoje.
Pokalbio metu aptarėme verslo vertės dinamikos sudėtingumą, standartų ir reguliavimų svarbą rinkos vertinime bei iššūkius, su kuriais susiduriama skaitmeninėje erdvėje. Jie aptaria inovatyvius požiūrius į produktų vystymą, duomenų agregavimo ir validavimo svarbą bei programavimo ir inžinerijos mokymų ateitį.
Dialogas pabrėžia praktinių įgūdžių ir asmeninio tobulėjimo svarbą besikeičiančioje rinkos aplinkoje.
Šioje "Uncle Data" podkasto laidoje kalbamės su Eimantu Norkūnu. Pokalbis bus apie tai, kaip vyksta pokyčiai viešajame sektoriuje ir kaip kuriamos efektyvios komandos.
Pokalbio metu aptariame:
* Kaip Eimantas iš privataus sektoriaus perėjo į viešąjį ir kodėl pasirinko šį kelią
* Kokie iššūkiai laukia kuriant efektyvias komandas viešajame sektoriuje
* Kaip atrasti ir išlaikyti žmones, kurie tiki pokyčių galimybe
* Kaip valdyti komandų perdegimą ir išlaikyti aukštą motyvaciją
* Kodėl svarbu turėti "čempionus" skirtingose institucijose
* Kaip kurti pasitikėjimą tarp skirtingų institucijų ir komandų
Įdomu tai, kad pokalbis natūraliai vystėsi nuo viešojo sektoriaus transformacijos iki universalių komandų formavimo principų, atskleidžiant, kad nepriklausomai nuo sektoriaus, pagrindiniai sėkmingo komandinio darbo elementai išlieka tie patys.
Eimanto įžvalgos ir patirtis rodo, kad pokyčiai viešajame sektoriuje yra įmanomi, kai turi tinkamus žmones ir aiškią viziją. Jo pasakojimas apie tai, kaip nedidelės komandos gali pasiekti didelių pokyčių, įkvepia ir motyvuoja.
Pagrindinės įžvalgos:
* Kaip identifikuoti ir pritraukti žmones, kurie nori kurti pokyčius
* Kodėl vidinė motyvacija yra svarbesnė už išorinius stimulus
* Kaip kurti pasitikėjimo kultūrą organizacijoje
* Praktiniai patarimai, kaip valdyti komandos energiją ir išvengti perdegimo
#UncleData #Lyderyste #KomanduValdymas #GovTech #Technologijos #Inovacijos
Summary
Raiko Limmart, CEO and co-founder of LiTech (https://LiTech.app for a prolonged demo, mention Uncle Data!), discusses the importance of data observability and its challenges. He shares his journey into data quality assurance and explains the components of data observability, including data validation, profiling, and cataloguing. Raiko highlights the need for companies to start early with data observability and offers insights into LiTech's services, which automate data validation, detect anomalies, and provide insights on data quality. He also discusses the role of machine learning and AI in data observability and emphasizes the importance of establishing a data culture within organizations.
Takeaways
Have you ever wondered what happens behind the scenes in organizing conferences? In this episode, we have Aidis and Inga, who are organizers of PyCon LT (probably the biggest Python event in the region!). Tune in to the tips on how to get your talk into the conferences, if Chat GPT can help you write an abstract and description, and what other Python conferences are a must to see!
PyCon Newsletter Registration link:
https://mailchi.mp/33c3df7619af/pyconlt-2019
PyCon.lt Website: https://pycon.lt/2024
Welcome to another engaging episode of our podcast series! In this special edition, we're thrilled to have Tomas Ivanaitis, the head of data engineering at Surfshark and a mentor par excellence. Tomas's journey in the dynamic world of data is about technical growth and nurturing leadership qualities.
🔍 What's Inside:
📈 Why Tune In? This episode is more than just a conversation; it's a reservoir of lessons, experiences, and wisdom for anyone passionate about data, leadership, and career development. Don't miss out on these invaluable insights from one of the leading minds in data engineering!
#DataEngineering #CareerGrowth #Leadership #Mentorship #TechPodcast
Join us in this enlightening episode as we sit down with Robert Hodges, a seasoned expert in databases and programming. We delve into the fascinating evolution of programming languages, discussing the rise of Rust, the dominance of Java in the US, and C++'s stronghold in Eastern Europe.
Robert offers a deep dive into ClickHouse, highlighting its unique development in C++ and its seamless integration capabilities with Kafka. We explore the universality of SQL, its enduring relevance, and the challenges its syntax presents, even to seasoned developers.
For those keen on expanding their knowledge, Robert recommends the transformative book "Java Concurrency in Practice" by Brian Goetz, which sheds light on Java's concurrency features and the intricacies of the Java memory model.
We also touch upon the evolution of Perl, drawing parallels with languages like COBOL, and reflect on the invaluable role books have played in the journey of many developers.
Whether you're a database enthusiast, a programming language aficionado, or someone keen on the intricacies of data processing, this episode promises a wealth of insights. Tune in!
In this episode, Niko Korvenlaita and Tomas Peluritis discuss the importance of accurate data processing, the role of data engineers, and the significance of aligning data projects with business needs. They explore data modelling, semantic layers, and the power of metadata in making data more accessible. Plus, discover their top book recommendations for diving into the world of data.
In this enlightening episode of my podcast, join me, Tomas Peluritis, as I engage in a captivating conversation with Rytis Jonas Zolubas, a seasoned data professional. Together, we dive deep into the realm of data consultancy, sharing our collective wisdom and experiences to guide both data consultants and companies seeking consultancy services. Through our dialogue, we explore the pivotal moments that prompt professionals to shift from full-time roles to consultancy, the nuances of consultancy work, effective strategies for client interactions, the dynamics of holiday management in the consultancy world, and the industries that frequently leverage consultancy expertise. Rytis and I offer candid anecdotes, practical advice, and valuable insights, making this episode a must-listen for data enthusiasts considering a consultancy path or businesses in search of external data insights. Tune in to gain a comprehensive understanding of the intricacies of data consultancy from the perspectives of two seasoned industry insiders.
Exploring Career Paths in Tech: ICs vs. People Managers
Had an insightful conversation with Jev Gamper on the dynamic roles of Individual Contributors (ICs) and People Managers in the tech industry. 🔍 Here are some key takeaways from our discussion:
Curious to dive deeper? Check out the thought-provoking post "Always Be Quitting" by JMMV, exploring career growth mindset: https://jmmv.dev/2021/04/always-be-quitting.html
Recommended reads:
Let's continue the conversation! What are your thoughts on the evolving landscape of tech roles? Share your experiences and insights below.
#TechRoles #CareerPath #IndividualContributors #PeopleManagers #TechCommunity
Have you ever wondered what Developer Advocates, DevRel people do? So did I, and I got Brian on a call to talk about it. Interesting to hear his perspectives on different topics, such as Benchmarketing, the "Ice cream" funnel, what's essential for DevRel, and what angles you could pursue in this area.
Check out "Test Themselves" https://www.youtube.com/watch?v=FSy8V-R0_Zw
Subscribe to Brian's Substack, where he covers this topic more deeply:https://bitsondatadev.substack.com/
While doing my podcast in Lithuanian only, I was looking for companies who, in my eyes, should be interesting to talk about how they work. I've heard about Hostinger in different contexts, and one thing led to another, and I'm talking to Valentinas. It was very interesting to hear how they operate, their data teams structure, its position in the company and how the hiring process looks. If you want to hear it yourself - tune in to this episode, and happy listening!
Barbora is an eCommerce business in Lithuania that delivers groceries to your doorstep. For quite a while, it was interesting to me how in such a company, a data team is operating. I approached Andrius some time ago, but then we lost touch (holidays, busy days, etc.), so after a while, we circled back and caught up on all of these topics. As usual, for these kinds of series, we covered structure, ways of working, the hiring process and how the team operates. Happy listening!
