Connected 2 Future<p>🔥 Data Science August 2025 Trends Alert! Generative AI is reshaping analytics workflows, while edge AI brings intelligence closer to data sources. The rise of synthetic data and privacy-enhancing technologies is solving real-world data challenges. Automation is set to handle 50%+ of data tasks this year! <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/GenerativeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GenerativeAI</span></a> <a href="https://mastodon.social/tags/EdgeAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EdgeAI</span></a> <a href="https://mastodon.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://mastodon.social/tags/Analytics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Analytics</span></a></p><p>For services and consulting, see my Upwork profile: <a href="https://www.upwork.com/freelancers/~01d31604742642e770?mp_source=share" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">upwork.com/freelancers/~01d316</span><span class="invisible">04742642e770?mp_source=share</span></a></p>
fosstodon.org is one of the many independent Mastodon servers you can use to participate in the fediverse.
Fosstodon is an invite only Mastodon instance that is open to those who are interested in technology; particularly free & open source software.
If you wish to join, contact us for an invite.
Administered by:
Server stats:
8.6Kactive users
fosstodon.org: About · Status · Profiles directory · Privacy policy
Mastodon: About · Get the app · Keyboard shortcuts · View source code · v4.4.3
#syntheticdata
0 posts · 0 participants · 0 posts today
Jesus Castagnetto 🇵🇪<p>There is a new report from the Open Data Institute (<a href="https://mastodon.social/tags/ODI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ODI</span></a>): </p><p>"Towards the ethical use of synthetic data in health research" </p><p><a href="https://theodi.org/insights/reports/towards-the-ethical-use-of-synthetic-data-in-health-research/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">theodi.org/insights/reports/to</span><span class="invisible">wards-the-ethical-use-of-synthetic-data-in-health-research/</span></a></p><p><a href="https://mastodon.social/tags/OpenData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>OpenData</span></a> <a href="https://mastodon.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://mastodon.social/tags/Health" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Health</span></a> <a href="https://mastodon.social/tags/Research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Research</span></a> <a href="https://mastodon.social/tags/Ethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Ethics</span></a></p>
Nicole Hennig<p>CoSyn: The open-source tool that’s making GPT-4V-level vision AI accessible to everyone <a href="https://venturebeat.com/business/cosyn-the-open-source-tool-thats-making-gpt-4v-level-vision-ai-accessible-to-everyone/" rel="nofollow noopener" target="_blank">https://venturebeat.com/business/cosyn-the-open-source-tool-thats-making-gpt-4v-level-vision-ai-accessible-to-everyone/</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23AI" target="_blank">#AI</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23SyntheticData" target="_blank">#SyntheticData</a> <a class="hashtag" rel="nofollow noopener" href="https://bsky.app/search?q=%23VisualInformation" target="_blank">#VisualInformation</a></p>
Nicole Hennig<p>CoSyn: The open-source tool that’s making GPT-4V-level vision AI accessible to everyone <a href="https://venturebeat.com/business/cosyn-the-open-source-tool-thats-making-gpt-4v-level-vision-ai-accessible-to-everyone/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">venturebeat.com/business/cosyn</span><span class="invisible">-the-open-source-tool-thats-making-gpt-4v-level-vision-ai-accessible-to-everyone/</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://techhub.social/tags/VisualInformation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>VisualInformation</span></a></p>
Dr. Thompson<p>🚀 AI’s hidden superpower? Synthetic data.<br>From life-saving diagnostics to AI rovers on Mars, discover how synthetic data is reshaping what machines can see, learn, and do — at $1 billion scale.<br>👉 Read more:<br><a href="https://medium.com/@rogt.x1997/the-1-billion-impact-of-synthetic-data-inside-ais-fastest-growing-secret-275ed0c811a7" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/the-1-b</span><span class="invisible">illion-impact-of-synthetic-data-inside-ais-fastest-growing-secret-275ed0c811a7</span></a><br><a href="https://mastodon.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://mastodon.social/tags/AIRevolution" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIRevolution</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a><br><a href="https://medium.com/@rogt.x1997/the-1-billion-impact-of-synthetic-data-inside-ais-fastest-growing-secret-275ed0c811a7" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/the-1-b</span><span class="invisible">illion-impact-of-synthetic-data-inside-ais-fastest-growing-secret-275ed0c811a7</span></a></p>
Isto Huvila<p>Excited to be part of a super interesting session on Artificial data <a href="https://external.invajo.com/events/7b34da60-8f31-4282-a65c-768158fe708f/scheduling/caff45ea-afdf-4029-ac3d-6b2263e41e18/dates/caeb0ee7-825d-4a35-9d10-14ac3367c882/scheduling-overview?session=7d6a0a84-80da-405d-8353-58dd41de77a4" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">external.invajo.com/events/7b3</span><span class="invisible">4da60-8f31-4282-a65c-768158fe708f/scheduling/caff45ea-afdf-4029-ac3d-6b2263e41e18/dates/caeb0ee7-825d-4a35-9d10-14ac3367c882/scheduling-overview?session=7d6a0a84-80da-405d-8353-58dd41de77a4</span></a> tomorrow at <a href="https://sciences.social/tags/NordicSTS" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>NordicSTS</span></a> <a href="http://www.nordicsts.se" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">http://www.</span><span class="">nordicsts.se</span><span class="invisible"></span></a> with paper "Following the footsteps of synthetic data: documenting epistemological justifications in paradata" <br> <a href="https://www.istohuvila.se/content/following-footsteps-synthetic-data-documenting-epistemological-justifications-paradata" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">istohuvila.se/content/followin</span><span class="invisible">g-footsteps-synthetic-data-documenting-epistemological-justifications-paradata</span></a> <a href="https://sciences.social/tags/paradata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>paradata</span></a> <a href="https://sciences.social/tags/syntheticdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>syntheticdata</span></a> <a href="https://sciences.social/tags/CAPTURE_ERC" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>CAPTURE_ERC</span></a></p>
Tero Keski-Valkama<p>I don't think people understand synthetic data. Sure, some people get it that with human-generated data and imitative models you're only asymptotically approaching the human level.</p><p>And natural data is not necessarily the best data to train AIs with, as far as you consider the density and fidelity of knowledge and task related skills being presented.</p><p>What if you train your model with natural data, and it still makes errors when deployed? What lever do you pull? Collect more natural data and hope for the best? There has never been a satisfying and a scalable answer to this.</p><p>What if you add a small indirection, and use synthetic data instead? You have instructions or conditioning data you use to produce your synthetic training corpuses. You can very trivially incorporate these error cases into your synthetic data generator!</p><p>You then actually have the levers you need to make the errors disappear, without having to hit your head against an immovable object, real data, repeatedly.</p><p>This, in addition to the fact that you can produce your synthetic data generation instructions from real data, but sidestep the whole personally identifiable data issue as you'd only extract the meaningful knowledge in an enriched form from the real data instead of blindly doing the censor work of a last century East German bureaucrat to massive volumes of irrelevant data.</p><p>Make your AIs write textbooks on the tasks you want them to master. Make them synthesize training data based on these textbooks. You can then handle the errors better and you don't need to worry about leaking personal data. After all, that is how humans master skills as well.</p><p><a href="https://rukii.net/tags/DeepLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DeepLearning</span></a> <a href="https://rukii.net/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://rukii.net/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a></p>
CSBJ<p>🧬 Is synthetic data a regulatory loophole or a compliance tool in medicine?</p><p>🔗 Synthetic data in medicine: Legal and ethical considerations for patient profiling. Computational and Structural Biotechnology Journal, DOI: <a href="https://doi.org/10.1016/j.csbj.2025.05.026" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">doi.org/10.1016/j.csbj.2025.05</span><span class="invisible">.026</span></a></p><p>📚 CSBJ Smart Hospital: <a href="https://www.csbj.org/smarthospital" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="">csbj.org/smarthospital</span><span class="invisible"></span></a></p><p><a href="https://mastodon.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://mastodon.social/tags/HealthTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthTech</span></a> <a href="https://mastodon.social/tags/GDPR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>GDPR</span></a> <a href="https://mastodon.social/tags/AIethics" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIethics</span></a> <a href="https://mastodon.social/tags/DigitalHealth" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DigitalHealth</span></a> <a href="https://mastodon.social/tags/PatientProfiling" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>PatientProfiling</span></a> <a href="https://mastodon.social/tags/DataPrivacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataPrivacy</span></a> <a href="https://mastodon.social/tags/AIAct" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIAct</span></a> <a href="https://mastodon.social/tags/MDR" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MDR</span></a> <a href="https://mastodon.social/tags/AIinMedicine" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIinMedicine</span></a> <a href="https://mastodon.social/tags/EthicalAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>EthicalAI</span></a> <a href="https://mastodon.social/tags/HealthcareInnovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthcareInnovation</span></a> <a href="https://mastodon.social/tags/HealthTech" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>HealthTech</span></a></p>
Dr. Thompson<p>💥 60% of today’s AI is trained on data that never happened.<br>From drug discovery to fraud detection, synthetic data is quietly powering the biggest breakthroughs in machine learning.</p><p>Discover how this $4.6B shift is transforming everything from healthcare to autonomous cars.</p><p>🚀 Read the full story now ⬇️<br><a href="https://medium.com/@rogt.x1997/why-fake-data-now-trains-the-smartest-ai-inside-the-4-6b-synthetic-intelligence-boom-57fc0752f788" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/why-fak</span><span class="invisible">e-data-now-trains-the-smartest-ai-inside-the-4-6b-synthetic-intelligence-boom-57fc0752f788</span></a></p><p><a href="https://mastodon.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://mastodon.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/TechTrends" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>TechTrends</span></a><br><a href="https://medium.com/@rogt.x1997/why-fake-data-now-trains-the-smartest-ai-inside-the-4-6b-synthetic-intelligence-boom-57fc0752f788" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">medium.com/@rogt.x1997/why-fak</span><span class="invisible">e-data-now-trains-the-smartest-ai-inside-the-4-6b-synthetic-intelligence-boom-57fc0752f788</span></a></p>
Erik-Jan<p>👀 I just stumbled upon this old post where I create a tiny (the smallest I could think of) Generative Adversarial Network in <a href="https://fosstodon.org/tags/rstats" class="mention hashtag" rel="tag">#<span>rstats</span></a> <a href="https://fosstodon.org/tags/torch" class="mention hashtag" rel="tag">#<span>torch</span></a> to understand how it works, especially in the context of <a href="https://fosstodon.org/tags/SyntheticData" class="mention hashtag" rel="tag">#<span>SyntheticData</span></a> </p><p>The GAN learns to generate data from a Normal(1, 3) distribution from scratch</p><p><a href="https://erikjanvankesteren.nl/blog/tiny_gan" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://</span><span class="ellipsis">erikjanvankesteren.nl/blog/tin</span><span class="invisible">y_gan</span></a></p>
Technology Tales<p>Synthetic data—realistic yet artificial—helps organisations overcome data shortages, privacy risks and compliance challenges. It enables safer AI model training, testing edge cases, and simulating new markets, but should complement, not fully replace, real data. <a href="https://mstdn.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://mstdn.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://mstdn.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Innovation</span></a> <a href="https://mstdn.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mstdn.social/tags/Privacy" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Privacy</span></a> <a href="https://levelact.com/how-synthetic-data-is-powering-the-next-wave-of-ai-and-innovation/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">levelact.com/how-synthetic-dat</span><span class="invisible">a-is-powering-the-next-wave-of-ai-and-innovation/</span></a></p>
zartom<p>Can AI Be Trained on Data Generated by Other AI? Exploring the Potential and Pitfalls of Synthetic Training Data<br>AI-generated training data is revolutionizing AI model training! Synthetic data simulates real-world scenarios, offering a more efficient approach. Companies like Anthropic are already using it. Learn more about this exciting new frontier! <a href="https://mastodon.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://mastodon.social/tags/AIGeneration" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AIGeneration</span></a> <a href="https://mastodon.social/tags/AItraining" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AItraining</span></a> <a href="https://mastodon.social/tags/DataScience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>DataScience</span></a> <a href="https://mastodon.social/tags/MachineLearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>MachineLearning</span></a> <a href="https://mastodon.social/tags/FutureofAI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>FutureofAI</span></a><br><a href="https://tech-champion.com/data-science/can-ai-be-trained-" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">tech-champion.com/data-science</span><span class="invisible">/can-ai-be-trained-</span></a>...</p>
WetHat💦<p>A Field Guide to Rapidly Improving AI Products – O’Reilly</p><p>This article subverts traditional tools-centric AI development by revealing how a focus on qualitative error analysis can uncover actionable, domain-specific weaknesses.</p><p>Its analysis, addresses both strategic and operational challenges while acknowledging the evolution of evaluation criteria in AI systems.</p><p><a href="https://www.oreilly.com/radar/a-field-guide-to-rapidly-improving-ai-products/" target="_blank" rel="nofollow noopener" translate="no"><span class="invisible">https://www.</span><span class="ellipsis">oreilly.com/radar/a-field-guid</span><span class="invisible">e-to-rapidly-improving-ai-products/</span></a></p><p> <a href="https://fosstodon.org/tags/AI" class="mention hashtag" rel="tag">#<span>AI</span></a> <a href="https://fosstodon.org/tags/MachineLearning" class="mention hashtag" rel="tag">#<span>MachineLearning</span></a> <a href="https://fosstodon.org/tags/PromptEngineering" class="mention hashtag" rel="tag">#<span>PromptEngineering</span></a> <a href="https://fosstodon.org/tags/ProductDevelopment" class="mention hashtag" rel="tag">#<span>ProductDevelopment</span></a> <a href="https://fosstodon.org/tags/DigitalTransformation" class="mention hashtag" rel="tag">#<span>DigitalTransformation</span></a> <a href="https://fosstodon.org/tags/SyntheticData" class="mention hashtag" rel="tag">#<span>SyntheticData</span></a></p>
BGDon<p>Apple is planning to improve its Genmoji models with user data and user devices (first by making synthetic data) and comparing the synthetic data to data generated by the model. Apple calls this approach “differential privacy". Users must have opted in to "Device Analytics" for their devices to be included. <br> <br><a href="https://techcrunch.com/2025/04/15/apple-details-how-it-plans-to-improve-its-ai-models-by-privately-analyzing-user-data/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">techcrunch.com/2025/04/15/appl</span><span class="invisible">e-details-how-it-plans-to-improve-its-ai-models-by-privately-analyzing-user-data/</span></a> <a href="https://techhub.social/tags/Apple" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Apple</span></a> <a href="https://techhub.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AI</span></a> <a href="https://techhub.social/tags/AItraining" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>AItraining</span></a> <a href="https://techhub.social/tags/syntheticdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>syntheticdata</span></a> <a href="https://techhub.social/tags/Genmoji" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Genmoji</span></a> <a href="https://techhub.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>LLMs</span></a></p>
Steve Dustcircle 🌹<p><a href="https://masto.ai/tags/Nvidia" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Nvidia</span></a> Reportedly Bought a <a href="https://masto.ai/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> Firm. So What's <a href="https://masto.ai/tags/Synthetic" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Synthetic</span></a> <a href="https://masto.ai/tags/Data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Data</span></a>?</p><p><a href="https://www.cnet.com/tech/services-and-software/nvidia-reportedly-bought-a-synthetic-data-firm-so-whats-synthetic-data/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://www.</span><span class="ellipsis">cnet.com/tech/services-and-sof</span><span class="invisible">tware/nvidia-reportedly-bought-a-synthetic-data-firm-so-whats-synthetic-data/</span></a></p>
Michael Fauscette<p>How and why to create synthetic data with generative AI<br><a href="https://zurl.co/tqBt0" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="">zurl.co/tqBt0</span><span class="invisible"></span></a><br><a href="https://techhub.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://techhub.social/tags/genai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>genai</span></a> <a href="https://techhub.social/tags/syntheticdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>syntheticdata</span></a> <a href="https://techhub.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>data</span></a></p>
kat<p>Can anyone advise on something <a href="https://mstdn.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> ? We are looking for a way to generate synthetic image data from existing images, looking for - few tens of thousands of iterations. Any suggestions for a product / service or small model that might work? Thank you! <a href="https://mstdn.social/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>research</span></a> <a href="https://mstdn.social/tags/syntheticdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>syntheticdata</span></a></p>
olеg lаvrоvsky<p>"All students indicated that working with real data is more fun, challenging and concrete. It motivates them. Students who worked with fake data did not like this as much. In interviews they indicated that they prefer, for example, to work with cases from companies rather than cases invented by teachers." (2018) <a href="https://blog.okfn.org/2018/07/02/changing-minds-by-using-open-data/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">blog.okfn.org/2018/07/02/chang</span><span class="invisible">ing-minds-by-using-open-data/</span></a> <a href="https://hachyderm.io/tags/openeducation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>openeducation</span></a> <a href="https://hachyderm.io/tags/okfn" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>okfn</span></a> <a href="https://hachyderm.io/tags/opendata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>opendata</span></a> <a href="https://hachyderm.io/tags/syntheticdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>syntheticdata</span></a></p>
Microsoft DevBlogs<p>Synthetic data generation with GPT-4o was a game changer for us. By creating datasets with common misspellings and syntactic variations, we were able to enhance the robustness of our search models significantly. This crucial step ensured that our AI models could handle a variety of real-world inputs seamlessly. <a href="https://dotnet.social/tags/SyntheticData" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>SyntheticData</span></a> <a href="https://dotnet.social/tags/Innovation" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>Innovation</span></a></p>
CoListy<p>Generative AI Using SAS: Explore Machine Learning Techniques | CoListy<br>Learn the basics of Generative AI with SAS, including SMOTE, GANs, and LLMs to generate synthetic data and improve AI accuracy.<br><a href="https://mastodon.social/tags/freeonlinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>freeonlinelearning</span></a> <a href="https://mastodon.social/tags/colisty" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>colisty</span></a> <a href="https://mastodon.social/tags/courselist" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>courselist</span></a> <a href="https://mastodon.social/tags/generativeai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>generativeai</span></a> <a href="https://mastodon.social/tags/machinelearning" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>machinelearning</span></a> <a href="https://mastodon.social/tags/datascience" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>datascience</span></a> <a href="https://mastodon.social/tags/sasviya" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sasviya</span></a> <a href="https://mastodon.social/tags/gans" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>gans</span></a> <a href="https://mastodon.social/tags/smote" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>smote</span></a> <a href="https://mastodon.social/tags/largelanguagemodels" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>largelanguagemodels</span></a> <a href="https://mastodon.social/tags/bert" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>bert</span></a> <a href="https://mastodon.social/tags/ai" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>ai</span></a> <a href="https://mastodon.social/tags/syntheticdata" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>syntheticdata</span></a> <a href="https://mastodon.social/tags/textclassification" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>textclassification</span></a> <a href="https://mastodon.social/tags/rag" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>rag</span></a> <a href="https://mastodon.social/tags/sasprogramming" class="mention hashtag" rel="nofollow noopener" target="_blank">#<span>sasprogramming</span></a>.</p><p><a href="https://colisty.netlify.app/courses/generative-ai-using-sas-explore-machine-learning-techniques/" rel="nofollow noopener" translate="no" target="_blank"><span class="invisible">https://</span><span class="ellipsis">colisty.netlify.app/courses/ge</span><span class="invisible">nerative-ai-using-sas-explore-machine-learning-techniques/</span></a></p>
TrendingLive feeds
Mastodon is the best way to keep up with what's happening.
Follow anyone across the fediverse and see it all in chronological order. No algorithms, ads, or clickbait in sight.
LoginDrag & drop to upload