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AI/ML & Data Talks Podcast Episode 10
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Contenido proporcionado por AI/ML Data Talks. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente AI/ML Data Talks o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Aswadi Abdul Rahman (Aswadi) has over 10 years plus of experience in Advanced Data modelling (machine learning), Deep Packet Inspection (DPI) and big data specialist. He has working experiences related to Financial Institution, Telecommunication and Computer Networking background. Aswadi is currently working as the Head of Data Analytics at Amanah Saham Nasional Berhad. In this episode, we discussed about building Marketing Analytics as well as understanding customer behaviour and persona via data science.
Featuring
- Aswadi A Rahman - LinkedIn
- Amanah Saham Nasional Berhad
Notes and Links
- What is MLOps?
- Cold Start
- Training-Serving Skew: Rules of Machine Learning
- Concept drift
- Data Drift
- Machine Learning Engineer - Best Job in 2019
Leave a voice message
20 episodios
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Manage episode 323569745 series 2999955
Contenido proporcionado por AI/ML Data Talks. Todo el contenido del podcast, incluidos episodios, gráficos y descripciones de podcast, lo carga y proporciona directamente AI/ML Data Talks o su socio de plataforma de podcast. Si cree que alguien está utilizando su trabajo protegido por derechos de autor sin su permiso, puede seguir el proceso descrito aquí https://es.player.fm/legal.
Aswadi Abdul Rahman (Aswadi) has over 10 years plus of experience in Advanced Data modelling (machine learning), Deep Packet Inspection (DPI) and big data specialist. He has working experiences related to Financial Institution, Telecommunication and Computer Networking background. Aswadi is currently working as the Head of Data Analytics at Amanah Saham Nasional Berhad. In this episode, we discussed about building Marketing Analytics as well as understanding customer behaviour and persona via data science.
Featuring
- Aswadi A Rahman - LinkedIn
- Amanah Saham Nasional Berhad
Notes and Links
- What is MLOps?
- Cold Start
- Training-Serving Skew: Rules of Machine Learning
- Concept drift
- Data Drift
- Machine Learning Engineer - Best Job in 2019
Leave a voice message
20 episodios
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Jason Mayes is a Developer Advocate/Web Engineer/Creative Technologist @ Google, aiming to inspire, innovate, and simplify. Jason’s background is based in Computer Science. He discovered that he fits into a rare breed of what he likes to call as “hybrid developers” while others may call this a "design technologist" - in short, Jason equally enjoys being both creative + technical. In a nutshell, Web/mobile technologies allow Jason to combine both sides of his personality. Featuring Jason Mayes - LinkedIn Jason Mayes - Twitter/X Notes and Links Tensorflow.js - ML library in JavaScript Made with tensorflow.js project highlights MediaPipe Studio Machine Learning for Web Devs & Creatives (Web ML) - Next gen web apps with TensorFlow.js Visual blocks for ML Project IDX Leave a voice message https://anchor.fm/aimldatatalks/message…
Sachin Kumar is the founding member and CTO at TupeloLife which is a RPM and Virtual Care Management company that has been in the connected health space since 2012. Besides that, Sachin is also a Google Developer Expert (GDE) in Machine Learning, Google for Startups Accelerator Mentor and Head of GDG (Google Developers Group) Doha as well as a YouTuber focusing on tech related contents. In this episode, Sachin shared about his career path and current works related to healthcare. Featuring Sachin Kumar - LinkedIn Notes and Links TupeloLife Google Developer Experts Dialogflow What is a Chatbot? Large Language Model - PaLM 2 Leave a voice message https://anchor.fm/aimldatatalks/message…
Dr. Vinod Ramachandran is Head of Climate Risk Modelling & Credit Risk Innovation at CIMB. He also serves as Principal Data Scientist for the group's risk management function, where he supports the wider Regional Advanced Risk Modelling team. Prior to joining CIMB Vinod was an academic working with local SMEs as a consulting data scientist. In this episode, Vinod shared about his career path and current works related to Climate Risk Modelling and Credit Risk. Featuring Dr. Vinod Ramachandran - LinkedIn Notes and Links Climate risk modeling Credit risk modelling Share of unbanked population worldwide 2017, by country Leave a voice message https://anchor.fm/aimldatatalks/message…
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AI/ML & Data Talks Podcast
1 AI/ML & Data Talks Podcast Episode 17 1:00:30
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Reproducir más Tarde Reproducir más Tarde Listas Me gusta Me gustaYudhiesh Ravindranath is currently working as MLOps Engineer at MoneyLion where he focuses on developing and implementing end-to-end machine learning (ML) systems. Besides that he also works closely with data scientists and software engineers to ensure that ML models are integrated into production systems and are performing optimally. In this episode, Yudhiesh shared about his current works, side projects and what it takes to be a MLOps Engineer. Featuring Yudhiesh Ravindranath - LinkedIn Yudhiesh Ravindranath - GitHub Yudhiesh Ravindranath - Medium Notes and Links Asia Pacific University of Technology & Innovation (APU) Omdena MoneyLion Continuous integration/continuous delivery (CI/CD) Data Pipelines with Apache Airflow Effective Data Science Infrastructure MetaFlow Arize: ML Observability Platform Continuous Testing of Machine Learning Projects (GitHub) Leave a voice message https://anchor.fm/aimldatatalks/message…
Hafidz Zulkifli is currently leading the Centre of Data Experience’s (CDX) data team at Bank Islam where he defined the team charter, responsibilities and rituals. In terms of responsibilities, Hafidz leads the team from both managerial (ie. stakeholder, task, resource management) and technical perspective (ie. data modelling, systems architecture, tooling, code etc). Besides Data Science, Hafidz is a blogger where he blogs about his passionate side projects in the areas related to Natural Language Processing (NLP), AI and Data Science. In this episode, Hafidz shared about his current works, side projects and what it takes to lead a data science team. Featuring Hafidz Zulkifli - LinkedIn Hafidz Zulkifli - Medium Notes and Links Universiti Tenaga Nasional Galatica What is a Generative Model? GPT-3 Transformer Dall-E 2 Imagen MidJourney Search Engine Optimization (SEO) Prompt Engineering Practical Deep Learning for Coders - Fast.ai Leave a voice message https://anchor.fm/aimldatatalks/message…
Dickson Neoh is currently working as Developer Advocate at ZenML, a startup that focuses on providing extensible, open-source MLOps framework to create production-ready machine learning pipelines. Prior to joining ZenML, Dickson was working as an academician at UNITEN, a private university in Malaysia. Besides doing research, Dickson is passionate in areas such as Computer Vision, Artificial Intelligence and Machine Learning. In this episode, Dickson shared about his current works in MLOps and how the MLOps framework is being used to alleviate problems related to Machine Learning Model deployment. Featuring Dickson Neoh - LinkedIn Dickson Neoh - Personal Portfolio Notes and Links ZenML Universiti Tenaga Nasional What is MLOps? Data Drift vs Concept Drift Monitoring Machine Learning Model The philosophy of Ikigai Leave a voice message https://anchor.fm/aimldatatalks/message…
Erhan Azrai is the co-founder and CEO of Kotak Sakti, a data analytics firm based in Kuala Lumpur, Malaysia. Kotak Sakti is a newly established boutique data analytics startup firm that provides analytic solutions to public and public sectors. In this episode, Erhan shared his experience quitting corporate to begin his journey as an entrepreneur in a data analytics firm. Besides that, he also shared lessons learned while navigating rough time for the past 2 years under Covid-19 pandemic. Featuring Erhan Azrai - LinkedIn Mohd Ridzwan (Reez) Nordin - LinkedIn Notes and Links Kotak Sakti Lokasi.co Juno - Current affair monitoring Palantir: Big Data Analytics https://www.monkshill.com/ B2B vs B2C: What’s the difference? Leave a voice message https://anchor.fm/aimldatatalks/message…
Dr. Fairoza Amira Binti Hamzah is currently working as Senior AI Engineer at Torum Technology Sdn Bhd where she applies AI and ML into building recommendation engines for crypto social media platforms. Being a Ph.D graduate of Nagaoka University of Technology, Dr. Fairoza managed to turn her expertise from image compression to being an applied AI engineer and worked in various companies. Besides her day job, she also contributes her time and effort as Lead Researcher to develop CoronaTracker, a global response for tracking and providing reliable and legitimate COVID-19 information and insights for the public. Featuring Dr. Fairoza Amira Binti Hamzah - LinkedIn Notes and Links CoronaTracker What is Federated Learning Automated Machine Learning (AutoML) Statistics on Women Empowerment in Selected Domains, Malaysia, 2021 Data Science Malaysia Community…
Hafeez Nazri is currently working as Head of Data Services at PwC. Besides his day job, he also contributes his time and effort together with a group of Data Scientists, Data Engineers, Researchers, Full-stack developers, Product Manager, UI/UX engineers from across the globe to develop CoronaTracker, a global respond for tracking and provide reliable and legitimate COVID-19 information and insights for public. With this tracker, it is envisioned to be a global framework, where it will be a hub for any Data Scientists & Data Engineers to build their outbreak model and prediction, apart from disseminate valid information. Featuring Hafeez Nazri - LinkedIn Notes and Links CoronaTracker Data Centric vs Model Centric The Importance of Data Validation Malaysia Personal Data Protection Act 2010 iPay88 Data Breaches Data Science Malaysia Community…
Prof Dr Kamarul Imran Musa (KIM) holds a PhD (Statistics and Epidemiology) from Lancaster University. Kim is currently working as Professor (Statistics and Epidemiology) at Universiti Sains Malaysia (USM) at Kubang Kerian, Kelantan, Malaysia. KIM is a Medical and Statistical Epidemiologist and Data Science Enthusiast. In this episode, we discussed the role of an epidemiologist and the usage of data science in the field of medical and public health. Featuring Prof Dr Kamarul Imran Musa - LinkedIn Associate Professor Dr Kamarul Imran Musa (Medical Epidemiologist And Biostatistician) USM Notes and Links What is Epidemiology? What is Medical Statistics or Biostatistics? Understanding R naught A guide to R — the pandemic’s misunderstood metric Stethoscope: A public policy view of bullying Daniel Kaheman: Thinking, Fast and Slow Leave a voice message https://anchor.fm/aimldatatalks/message…
Aswadi Abdul Rahman (Aswadi) has over 10 years plus of experience in Advanced Data modelling (machine learning), Deep Packet Inspection (DPI) and big data specialist. He has working experiences related to Financial Institution, Telecommunication and Computer Networking background. Aswadi is currently working as the Head of Data Analytics at Amanah Saham Nasional Berhad. In this episode, we discussed about building Marketing Analytics as well as understanding customer behaviour and persona via data science. Featuring Aswadi A Rahman - LinkedIn Amanah Saham Nasional Berhad Notes and Links What is MLOps? Cold Start Training-Serving Skew: Rules of Machine Learning Concept drift Data Drift Machine Learning Engineer - Best Job in 2019 Leave a voice message https://anchor.fm/aimldatatalks/message…
Dr. Bhawani is the Director, Data & Analytics with Valiantlytix. She is actively involved in R&D the field of Text Mining & Data Analytics. Dr Bhawani has accumulated more than 10 years of experience dealing with acquisition and mining of structured and unstructured data towards solving business problems in fully-funded (government and private sponsors) analytics projects. In this episode, we discussed about the gender disparity in the participation of female in STEM as well as some advices for being a successful female entrepreneur. Featuring Bhawani Selvaretnam, Ph.D - LinkedIn Valiantlytix Notes and Links March 8th: International Women's Day What is Robotic Process Automation (RPA)? When Gender Matters Not Why the World Needs More Women Data Scientists Leave a voice message https://anchor.fm/aimldatatalks/message…
Nurazam Malim is the Founder & CEO of Twistcode. Established in 2006, Twistcode has specialised in supercomputing, using self-assembled GPU-based supercomputers to facilitate its services and solutions. The supercomputer nicknamed A.D.A.M (Accelerated Devices Always Massive), is the fastest supercomputer in Southeast Asia and No 88 in the world, according to the latest High Performance Conjugate Gradients (HPGC) Benchmark, an index that ranks the top 500 computing systems across the globe. In this episode, we discussed about the current usage of supercomputers and the differences between supercomputers and quantum computers. Featuring Nurazam Malim - LinkedIn TwistCode Notes and Links Exascale Computing Frontier - Exascale Computing AMD Powered Exascale Supercomputer China’s Supercomputer - Sunway Taihulight 188 of the world’s 500 most powerful supercomputers are located in China Japan’s Supercomputer - Fugaku Supercomputer World’s Fastest Supercomputer - Fugaku What’s Quantum Computing? Are we ready for Quantum Computers? High Performance Conjugate Gradients (HPCG) Benchmark project Top 500 supercomputer benchmark Leave a voice message https://anchor.fm/aimldatatalks/message…
Ralph Vincent Regalado is the Founder & CEO of Senti AI. Established in 2015, Senti AI, is the premier enterprise partner for artificial intelligence innovations in the Philippines. Before starting up Senti AI, Ralph was working as an Assistant Professor at De La Salle University. In this episode, we discussed about the transition of being an academician to a founder of an AI company. Besides that, Ralph also shared his experience managing an AI startup company as well as some advices on how to start a company. Featuring Ralph Vincent Regalado - LinkedIn Notes and Links Senti AI 66% Of Employees Would Quit If They Feel Unappreciated Detecting and mitigating bias in natural language processing Series A, B, C Funding: How It Works Leave a voice message https://anchor.fm/aimldatatalks/message…
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AI/ML & Data Talks Podcast
1 AI/ML & Data Talks Podcast Episode 6 1:04:49
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Reproducir más Tarde Reproducir más Tarde Listas Me gusta Me gustaSam Witteveen is the CEO & Co-Founder of Red Dragon AI and Google Developer Expert (GDE) for Machine Learning. Besides that, Sam is also an active researcher in the areas of Natural Language Processing (NLP) where he has published his research in reputable publications such NeurIPS and EMNLP. In this episode, we discussed about the recent progress of NLP as well as some advices for AI startups. Featuring Sam Witteveen - LinkedIn Notes and Links Red Dragon AI Martin Andrews - LinkedIn Artificial General Intelligence (AGI) GPT-3 HuggingFace Style GAN CLIP - Connecting Text and Images Pathway - Next Generation AI Architecture Microsoft’s AI ChatBot - Tay Leave a voice message https://anchor.fm/aimldatatalks/message…
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