🚀 New Video on My Channel! I just released a new video where I break down the complexities in Data & Analytics and why tools like Microsoft Fabric exist. Watch here: youtu.be/kNvuFRU-XTM #microsoftfabric #moderndataanalytics #dataengineering #datachallenges

Where does the poor data quality come from? Check out this infographic to know! Via @antgrasso #DataQuality #DataManagement #BigData #DataDriven #Analytics #DataStrategy #DataGovernance #DataChallenges

Where does the poor data quality come from? Check out this infographic to know! Via @antgrasso #DataQuality #DataManagement #BigData #DataDriven #Analytics #DataStrategy #DataGovernance #DataChallenges

2/ Why do they form? Legacy systems, departmental rivalries, or just poor tech choices. Sales has its CRM, marketing its tools, finance its spreadsheets – all speaking different languages. It's a recipe for chaos. #BigData #DataChallenges #EnterpriseData

See this list of major challenges in real-world data projects? Spot on for what keeps us up at night as data pros. 1. Incomplete data (missing values everywhere) 2. Unclear requirements (what do you actually need?) 3. Bad history of historical data (no dictionary, no docs.) 4. Restrictive access to data (permissions hell) 5. Assumptions galore (thanks to #2) 6. Data quality nightmares (duplicates, inconsistencies, outliers sneaking in) 7. Stakeholder misalignment (they say “insights,” you deliver dashboards, they wanted ML models) 8. Tool/tech debt (legacy systems or mismatched stacks slowing everything) 9. Time/resource squeezes (tight deadlines with understaffed teams) 10. Integration woes (merging data from silos/APIs that don’t play nice) What about you, What’s the ONE challenge that’s wrecked your last project or one I missed here? #DataEngineering #DataScience #DataAnalytics #DataChallenges

#Infographic: Here is a guide on where the poor data quality comes from! Via @techmenttech #DataQuality #DataManagement #DataIntegrity #DataChallenges #DataIssues #DataGovernance #DataAnalytics #DataSolutions cc: @segundoatdell @amalmerzouk @stratorob

One solution for all of the data challenges. cleaning, matching , validation... MatchX automates manual work with AI and provides better data quality for your enterprise 👉 Try MatchX: zurl.co/bSiF7 #data #ai #matching #validation #dataquality #matchx #datachallenges

AI in Nepal is drowning in a data swamp—most algorithms are failing to deliver results! This is a wake-up call for investors seeking real opportunities in emerging markets. 🌊 #DataChallenges alphabusiness.media/the-data…

Where does the poor data quality come from? Check out this infographic to know! Via @antgrasso #DataQuality #DataManagement #BigData #DataDriven #Analytics #DataStrategy #DataGovernance #DataChallenges

Despite $40B spent on enterprise AI in 2024, 95% of organisations face ROI challenges due to data issues, says Informatica's Krish Vitaldevara. #AI #EnterpriseAI #DataChallenges #ROI techday.com.au/story/exclusi…

In an era where artificial intelligence (AI) is driving progress, access to high-quality data is a key factor for success. Without it, even the most powerful algorithms are useless. This is where platforms like @lunor_ai and @oceanprotocol come in. They not only provide tools for collecting and processing data, but also create an ecosystem for the collective development of AI. These projects, operating at the intersection of Web3, blockchain, and machine learning, are working together to make AI more accessible, ethical, and effective. In this post, I'll explain how they do this, with a focus on data tools and Lunor AI's famous quests. Let's take a look at them one by one👇🏼 —————————————————— What is Lunor AI and its role in AI development: Lunor AI is a platform for crowdsourcing AI innovations, where companies launch quests, attracting data scientists from around the world. Key tools: 🟣 Quests: competitions to create AI models with auto-updating leaderboards 🟣 Crowdsourcing: a global community collects and processes data 🟣 Web3: blockchain rewards (USDC) co-ownership of results Result: small startups get top AI models without huge investments 🚀 —————————————————— Ocean Protocol: data tokenization and privacy Ocean Protocol is a decentralized protocol for monetizing data and AI while maintaining privacy. Key tools: 🔵 Predictoor: AI prediction bots on crypto feeds (earning money on predictions) 🔵 Ocean Nodes: decentralized computing with compute-to-data 🔵 Tokenization: selling access to data without disclosure Result: breaks down data silos fair payment to data owners 🔒💰 —————————————————— How Lunor AI and Ocean Protocol are collaborating to advance AI The synergy between Lunor AI and Ocean Protocol is particularly evident in joint data challenges, which combine Lunor's crowdsourcing with Ocean's private tools. These collaborations enable the collection of vast amounts of data, its collective processing, and the construction of powerful AI models. For example: 🟣 SignalBoost: news → crypto predictions (Predictoor) 🔵 Coral Quest: reef monitoring (Ocean Nodes) 🟣 Dubai Real Estate: $10K for price predictions 🔵 FOMC: 100% accuracy of Fed rates Result: the community is building AI without Big Tech monopoly 🤖 —————————————————— Why this is important for the future of AI? The collaboration between Lunor AI and Ocean Protocol addresses key challenges: 🟡 Data collection: Crowdsourcing enables the collection of diverse datasets from different regions and domains. 🟡 Processing: Decentralized tools provide scalability and privacy while minimizing risks. 🟡 AI development: Participants create open models that can be integrated into real-world applications, promoting decentralized AI. 🟡 Motivation: Prize pools (often $10,000 ) and co-ownership motivate thousands of participants. In 2025, partnerships such as those with NetMind AI or ASI Alliance (although Ocean recently left the alliance to focus on its own goals) underscore the trend toward open AI.  —————————————————— Join the movement! If you are a data scientist, developer, or simply an AI enthusiast, start with Lunor Quests: register at lunor.ai/ and join the current challenges. For a deep dive into the data, explore Ocean Protocol at oceanprotocol.com/. Together, these platforms make AI a collective good rather than an elitist tool. What do you think? Have you participated in similar quests? Share your thoughts in the comments💬 #LunorAI #OceanProtocol #AIDevelopment #DataChallenges #Web3AI

The @bem_hq team and I are here at @BigDataLDN, and honestly, we're here to learn as much as we are to share. Every data practitioner knows the reality: your users and operations are teeming with unstructured spreadsheets, PDFs, emails, images, and everything in between. This 'dark data' often dictates the pace of innovation, slowing down everything from customer onboarding to AI deployment. We're dedicating our time here to understand your biggest challenges in turning this chaotic inflow into production-ready data. How are you currently wrestling with this problem? What's working? What's not? At bem, we're building an AI-powered foundation to automate this data intake, making unstructured information instantly usable for applications. But the best solutions are built in collaboration with the people facing the problems daily. If you're interested in sharing your insights, debating the future of data intake, or just want to see how we're approaching it, come find us. We're at Stand E61. Let's learn from each other. #BigDataLDN #UnstructuredData #DataChallenges #DataPractitioner #AI

Join Sam Newnam tomorrow, at 8:35am PT, in @SiliconANGLE & @theCUBE's "Future of Data Platforms Summit," as we explore the specific challenges faced by data and AI teams when dealing with distributed data. Unlike humans, AI agents lack the cognitive ability to contextually understand unstructured data. As these agents negotiate decisions, the need for organized, accessible, and timely data becomes crucial, yet many teams struggle to achieve this alignment. Learn more: okt.to/2kVlYr #AIDevelopment #DistributedData #DataChallenges #MachineLearning #DataOrganization #AIApplications #DataAccessibility #AgentBasedSystems #RealTimeData #DataManagement @RealStrech

#Infographic: Here is a guide on where the poor data quality comes from! Via @techmenttech #DataQuality #DataManagement #DataIntegrity #DataChallenges #DataIssues #DataGovernance #DataAnalytics #DataSolutions cc: @segundoatdell @amalmerzouk @stratorob

🧬 Help Advance Genomic Interpretation—Join a CAGI7 Challenge! Sage Bionetworks is excited to support the recently launched CAGI7 (Critical Assessment of Genome Interpretation) challenges—open to researchers, data scientists, and students who want to help predict the functional impact of genetic variants. 8 challenges are already open for submission. These include: 🔹 BARD1: Predict how single nucleotide variants affect RNA abundance and cell survival—using data from saturation genome editing of a key tumor suppressor gene. 🔹 ARSA: Predict the stability of 8,867 missense variants in Arylsulfatase A, linked to the lysosomal storage disorders. 🔹 ATP7B: Model the functional effects of ATP7B missense variants—key to understanding Wilson disease, a disorder of copper metabolism that affects the liver and brain. Work with cutting-edge data, get credit, and contribute to a global open science effort to improve genetic prediction models. ➡️ Explore the open challenges and register today genomeinterpretation.org/ #CAGI7 #openscience #datachallenges

Feeling overwhelmed by data? You're not alone. Many businesses drown in spreadsheets with no clear insights. Let’s fix that. #DataChallenges #Analytics

The '𝗛𝘂𝗺𝗮𝗻 𝗗𝗲𝘃𝗲𝗹𝗼𝗽𝗺𝗲𝗻𝘁 𝗮𝗻𝗱 𝘁𝗵𝗲 𝗗𝗮𝘁𝗮 𝗥𝗲𝘃𝗼𝗹𝘂𝘁𝗶𝗼𝗻' report, edited by @geoplace, @SannaOjanpera, and @lopezmodeler and published by @OxUniPress features @LIRNEasia as a significant case study, detailing our establishment, research, challenges, and lessons learned in leveraging big data for public good in the Global South. Through the Chapter 7 authored by @sriganeshl, @shaznazuhyle and Thavisha Perera-Gomez , the report highlights how @LIRNEasia has pioneered the use of big data across the Asia-Pacific, offering valuable real-world experiences and a critical Global South perspective on data-driven development. Read the full report: 🔗fdslive.oup.com/www.oup.com/… @OxUniPress | @geoplace | @SannaOjanpera | @lopezmodeler #humandevelopment #bigdata #bigdataanalysis #globalsouth #digitaldivide #datadrivendevelopment #sdgs #sustainabledevelopmentgoals #policymaking #dataethics #capacitybuilding #datachallenges #dataopportunities #casestudy #realworldexperiences #publicgood #dataprivacy #algorithmicbias #LIRNEasia #bigdataforpublicgood #southperspective #asiapacific #thinktank #dataresearch #techforgood #SriLanka #mobilebigdata #datagovernance #digitaldevelopment #policymaking

#Infographic: Here is a guide on where the poor data quality comes from! Via @techmenttech #DataQuality #DataManagement #DataIntegrity #DataChallenges #DataIssues #DataGovernance #DataAnalytics #DataSolutions cc: @segundoatdell @amalmerzouk @stratorob

One of the #challenges that #entrepreneurs face is finding the company’s #comparable universe! What happens when the #data is not readily #available, or you can’t find comparable companies? An intriguing question from Johnson of @Finding_XY , who was part of the audience for the Deals Room #Masterclass at #UEUBI2025. #Entrepreneurship #DataChallenges #BusinessGrowth #Networking #DealsRoom #Masterclass #Innovation

Handling 25M records is no small feat! Excited to see the optimized search in action. 🚀🔍 #DataChallenges #Efficiency"