Can your AI solution efficiently extract, verify and anonymise critical information from unstructured healthcare data? Join the Hackathon to refine your solution with support and guidance from the Central Drugs Standard Control Organisation (CDSCO). Winners receive a chance to
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Scaling Drug Discovery Through Unified Biomedical Workflows
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Drug discovery is where this becomes strategic. Instead of manually stitching databases: → ADMET evaluation → Drug-likeness scoring → Repurposing signals via disease pathway and drug-target mapping → Multi-omics integration → Regulatory network inference and regulon activity scoring 100+ biomedical tools and thousands of recent papers unified into reproducible workflows. This is how you scale insight across labs and teams.
→ View original post on X — @ronald_vanloon, 2026-04-11 08:30 UTC
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Tesla-SpaceX-xAI Closed Ecosystem Revolutionizes Robotics and AI
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“If Musk succeeds in what these filings suggest — Tesla cars providing the data, xAI providing the intelligence, SpaceX providing the global connectivity — the result isn't three companies. It's one closed-loop ecosystem that no single-sector competitor can replicate.”
— Robert Scoble (@Scobleizer) 11 avril 2026
My read?… https://t.co/OBrOmEJQpl"If Musk succeeds in what these filings suggest — Tesla cars providing the data, xAI providing the intelligence, SpaceX providing the global connectivity — the result isn't three companies. It's one closed-loop ecosystem that no single-sector competitor can replicate." My read? SpaceX is a few things. 1. A way to get things to space.
2. Datacenters on earth and in space. Infrastructure for building and running AIs).
3. Packet distribution from those datasets to humans and machines. (Starlink).
4. Infrastructure on moon and Mars (eventually).
5. AI to run and orchestrate robots (the brains of Optimus and some of Robotaxi network, both via Grok). Tesla is a few other things. 1. Robot manufacturing.
2. AI for enabling robots to move around the world and, coming soon, manipulate it. (Runs the body of Optimus and runs most of Robotaxi network)
3. Infrastructure to run the robots (charge, clean, and maintain them). Each of these two groups will be intertwined. Especially in Optimus. This is why I am not selling my Tesla stock. I see Optimus as part of the Robotaxi network as the most important new product introduction since the Apple II and will improve the lives of many more people than that did. I am investing in that. When Optimus gets added to the Robotaxi network it will bring "everything as a service" to all of us which dramatically changes how we will buy everything. This patent analysis shows that I need to sell something else and invest in SpaceX. Because when we talk to Robotaxi or Optimus or any other Tesla robot we will be talking to Grok. Made by SpaceX. This morning I had breakfast with a guy who worked for Amazon robotics for a decade. He couldn't find holes to poke and didn't disagree when I said I don't see a competitor in the Western World for either. This is why the SpaceX IPO will be the biggest ever. [Translated from EN to English]→ View original post on X — @scobleizer, 2026-04-11 07:15 UTC
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Kids Learn Efficiently With Minimal Data Requirements
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and yet kids manage just fine, with much less data.
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Machine Learning Discovers High-Performance Ni-Rich Cathode Structure
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Machine learning–Discovery of Outside-In Structure Ni-Rich Cathode with High Performance! #BigData #Analytics #AI #MachineLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/ML-Ni-Rich-Cathode
→ View original post on X — @gp_pulipaka, 2026-04-11 05:00 UTC
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Architecting a Big Data Analytical Platform with AI and ML
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Architecting a Big Data Analytical Platform! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Architecting-Platfor…
→ View original post on X — @gp_pulipaka, 2026-04-11 05:00 UTC
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Deep Machine Learning and Artificial Neural Networks Guide
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Deep Machine Learning – Artificial Neural Network! #BigData #Analytics #AI #MachineLearning #DeepLearning #DataScience #IoT #IIoT #Python #RStats #TensorFlow #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/DL-NeuralNetwork
→ View original post on X — @gp_pulipaka, 2026-04-11 05:00 UTC
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Best Books on Artificial Intelligence and Data Science
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BEST Books on Artificial Intelligence. #BigData #Analytics #DataScience #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode geni.us/Books-A-I
→ View original post on X — @gp_pulipaka, 2026-04-11 05:00 UTC
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Scikit-Learn and Apache Spark for Big Data Analytics and Machine Learning
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Scikit-Learn and #ApacheSpark! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #PyTorch #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #GoLang #CloudComputing #Serverless #DataScientist #Linux #Programming #Coding #100DaysofCode geni.us/Scikit-ApacheSpark References Microsoft. (2019, December 4). Set ACLs recursively for directories and files with Python (Azure Data Lake Storage). Microsoft Learn. Retrieved March 9, 2025, from learn.microsoft.com/en-us/az…
→ View original post on X — @gp_pulipaka, 2026-04-11 05:00 UTC
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Iterative Process for Production Ready Machine Learning Systems Design
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An Iterative Process for Production Ready Applications: Designing Machine Learning System! #BigData #Analytics #DataScience #AI #MachineLearning #IoT #IIoT #Python #RStats #TensorFlow #Java #JavaScript #ReactJS #CloudComputing #Serverless #DataScientist #Linux #Books #Programming #Coding #100DaysofCode geni.us/MLSystemsHuyen
→ View original post on X — @gp_pulipaka, 2026-04-11 05:00 UTC