Data science is revolutionizing industries from healthcare to finance. From predictive analytics to machine learning, the applications of data science are endless. Exciting times ahead! By @ingliguori #DataScience #PredictiveAnalytics #MachineLearning #BigData #AI
MACHINE LEARNING
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MIT combines neural networks with classical simulation for robot control
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MIT researchers combine classical numerical simulation with neural networks, generalizing large-scale multiphysics scenes and potentially closing sim-to-real gaps in robot manipulation & general control in complex physics: https://t.co/hEkGyMEPQY
— MIT CSAIL (@MIT_CSAIL) 21 juillet 2023
Code: https://t.co/sUfAvqSwJM pic.twitter.com/R2C5EZygnkMIT researchers combine classical numerical simulation with neural networks, generalizing large-scale multiphysics scenes and potentially closing sim-to-real gaps in robot manipulation & general control in complex physics: https://
bit.ly/3O6HfdB Code: https://
github.com/PingchuanMa/NC
Law
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MyoChallenge 23: Physiologically Realistic Musculoskeletal Models Challenge
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Join us for MyoChallenge 23!
— AI at Meta (@AIatMeta) 21 juillet 2023
MyoChallenge is built upon the MyoSuite ecosystem that consists of a set of physiologically realistic musculoskeletal models and a suite of tasks defined in OpenAI gym interface. More details in @MyoSuite's tweet. https://t.co/hqOJV1iZ0GJoin us for MyoChallenge 23! MyoChallenge is built upon the MyoSuite ecosystem that consists of a set of physiologically realistic musculoskeletal models and a suite of tasks defined in OpenAI gym interface. More details in @MyoSuite
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AI Startup Life: Engineering Leadership Journey at Predibase
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Want a peek into life at an #AI startup? @Predibase eng leader,
@brightsparc chatted w/ Startup Life about:
• Going from Amazon to AI #Startup,
• Being at the forefront of innovations in #ML,
• Fostering a culture of #Innovation, • and more! https://
startup-life-unscripted.beehiiv.com/p/startup-life
-unscripted-7-julian-bright-platform-engineer-manager-predibase
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FLASK: Fine-Grained Language Model Evaluation Based on Alignment Skills
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FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets Ye et al.: https://
arxiv.org/abs/2307.10928 #ArtificialIntelligence #DeepLearning #MachineLearning -
We Don’t Need Another SQL Chatbot
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https://
benn.substack.com/p/we-dont-need
-another-sql-chatbot
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LLMs and Query Writing: Fundamental Mismatch Between Probabilistic and Deductive Approaches
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..,LLMs and query writing are fundamentally mismatched. The former is probabilistic, creative, and inductive—it’s best used to generate ideas from short prompts. But analysts have to do the opposite when answering questions. They need to be precise, rigorous, and deductive..”
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Implementing AI: Scale, Team Size, and Outsourcing Considerations
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What about as a function of model size / dataset size, sophistication of your team, whether you have platform eng team or not, etc? Or just full stop it sucks I don’t wanna do it plz take my money to solve this for me? 🙂
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Training Large Models Without Cluster Management Complexity
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anyone out there wanting to train large models but not have to deal with cluster management?
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Essential Python Packages for Data Science Excellence
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Want to excel in #DataScience using Python? Here are some key packages you should know: NumPy, Pandas, Matplotlib, Scikit-learn, #TensorFlow, #Keras. By @ingliguori #DataScientists #innovation #Python #MachineLearning #DataAnalytics