Tanmoy Khan Akash @tanmoy_khan_10
🎓 Data Science & AI 📚 CSE – Life long Learner ☆ I slept & dreamed that life was fascinating. I woke up & found that life is a duty. linktr.ee/tanmoy_khan_ak… Dhaka, Bangladesh Joined October 2015-
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The 3 types of machine learning (that every data scientist should know). Here's 3 months of research in 3 minutes. Let's go! 1. The 3 Fundamental Types of Machine Learning: Supervised Learning, Unsupervised Learning, and Reinforcement Learning. Let's break them down. 2.…
Being able to effectively analyze data is a useful skill for devs to have. And there are many free tools you can use to help you out. In this course, you'll learn how to do data analysis using free Google services like Sheets, BigQuery, Colab, & more. freecodecamp.org/news/data-anal…
Healthcare revolution Learn in detail about vector databases for patient similarity search and precision diagnosis in this blog: hubs.la/Q02lSXhK0 #patientsimilarity #vectordatabase
⚠️ Millions of #Android, #Linux, and ChromeOS devices are vulnerable new Wi-Fi attacks! Hackers can steal data or spy on you. Details here: thehackernews.com/2024/02/new-wi… No patch yet, manually configure CA certificates for protection. #cybersecurity #hacking
Oldies but Goldies: Richard Karp, Reducibility Among Combinatorial Problems, 1972. Proved 21 problems to be NP-complete, among which the TSP. en.wikipedia.org/wiki/NP-hardne…
Poisson disk process has all points separated from each other by a minimum distance. Exhibits blue noise power spectrum which is ideal for sampling, antialiasing, and halftoning. en.wikipedia.org/wiki/Supersamp… en.wikipedia.org/wiki/Point_pro… en.wikipedia.org/wiki/Halftone
Meet, small language models – the unsung heroes of #AI. These are the underdog language models that solve various issues that are posed by large language models. This includes: 1. Lesser utilization of heavy computational resources 2. Reduction in costs 3. Faster…
The radiosity equation describes the conservation of light for diffuse surfaces. Integral equation with a discontinuous kernel (because of occlusions). Simplest equation of global illumination. Unique solution thanks to Fredholm alternative. en.wikipedia.org/wiki/Radiosity…
Burgers’ equation is the prototypical non-linear advection/diffusion equation, which develops shocks. Useful as a simple toy model for fluid dynamics or traffic flows. en.wikipedia.org/wiki/Burgers%2…
Data pipelines make it easier to analyze and understand large amounts of data. They use the insights from the data to make better choices about products, services, and operations. Read more here: hubs.la/Q02d-rVW0 #datapipeline #dataprocess #datascience
There are 3 types of non-degenerated quadrics in 3-D: Ellipsoid, Hyperboloid of one sheet, Hyperboloid of two sheets. en.wikipedia.org/wiki/Quadric
🔥 An overview of hyperparameters in machine learning algorithms! Source: Analytics Vidhya #machinelearning #algorithms #overview
💡 A list of useful machine learning libraries! Source (LinkedIn group): Artificial Intelligence, Machine Learning, Data Science, and Robotics #machinelearning #ai #datascience
#ArtificialIntelligence, #QuantumComputing, and Space are 3 Tech areas to Watch in 2024 buff.ly/48kdRYC #MachineLearning #CloudComputing #EdgeComputing #Automation @stratorob @MargaretSiegien @fogle_shane @3BodyProblem
🔥 In this blog, we will discuss the top 8 Machine Learning algorithms that will help you to receive and analyze input data to predict output values within an acceptable range: hubs.la/Q02d9xf70 #machinelearning #algorithms #datascience #dsdojo
AI Transformation in 2023: In-Depth guide for executives bit.ly/3roPTG3 Via @ingliguori credit BCG #AITRansformation #AI #GenerativeAI #Innovation bit.ly/48rWzcf
2023 emerging #AI and #MachineLearning trends by @DataScienceDojo Read more: buff.ly/3gCIrHL #IoT #BigData #ArtificialIntelligence #ML #MI #InternetofThings #Digital #DataScience #Analytics cc: @kuriharan @ravikikan
Building #MachineLearning Systems is hard. Here are 30 requirements for an #MLOps environment. @abacusai handles all that for you. You bring the data and the use case. Abacus delivers the #ML environment: abacus.ai/mlops ——— #BigData #DataScience #AI #DataScientists #ML
Many parametric probability distribution families can be written as maximum entropy distributions. en.wikipedia.org/wiki/Maximum_e…
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This is an especially important mission. Some chance it may find signs of life in Europa, a moon of Jupiter!
How does a spacecraft survive a wild rocket ride and harsh space conditions? By passing a series of tests here on Earth first. Preparing to launch in less than six months, @EuropaClipper recently endured shaking, chilling, airlessness, and more: go.nasa.gov/4cvGOnl
I recorded a new YouTube video to teach you how to evaluate a RAG application. And we'll do it step by step. Starting from scratch. 8 out of 10 people I talk to are evaluating their LLM-powered systems manually. This is wild! They try a few samples and deploy the system if the…
Don't overpay on Amazon again! You're welcome.
Coding a complex website from scratch is a good way to learn new skills. In this course, you'll use tools like Next.js, Tailwind CSS, Stripe, & React to build a full-stack app. You'll learn about authentication, search, payment integration, and more. freecodecamp.org/news/build-and…
𝗣𝘆𝘁𝗵𝗼𝗻 𝗟𝗶𝘀𝘁 𝗠𝗲𝘁𝗵𝗼𝗱𝘀 #Infographic source: linkedin.com/posts/data-and…
How to Read and Remove Metadata from Your Photos With Python #python a0.to/cs-read-edit-m…
AI agents are about to explode. 2024 is the year where we go beyond simple wrappers and start building agentic workflows to accomplish complex tasks using AI. Think of code reviews. I don't see a future where they are not 100% automated. We might still look at code to learn…
Getting ready for Flight 4 of Starship! Goal of this mission is for Starship to get through max reentry heating with all systems functioning.
Static fire of a single Raptor engine using the header tanks on Flight 4 Starship
🚨 CISA alerts on a security flaw in #Microsoft SharePoint Server now part of the KEV catalog due to active exploitation. Vulnerability CVE-2023-24955 allows remote code execution for Site Owners. Read: thehackernews.com/2024/03/cisa-w… Users urged to patch following May 2023 updates.
#AnomalyDetection from @abacusai uses leading-edge #DeepLearning models to spot anomalies in your data & act on them to increase revenue, decrease costs, reduce risk: abacus.ai/anomalydetecti… —— #AI #MachineLearning #ML #BigData #Analytics #DataScience #DataScientists #DataQuality
Oldies but goldies: C Dwork, F McSherry, K Nissim, A Smith, Calibrating noise to sensitivity in private data analysis, 2006. The foundational paper of differential privacy. en.wikipedia.org/wiki/Different…
The Large Language Models Bootcamp equipped Amity with the knowledge of real-world challenges encountered during AI deployment. If you're interested in the bootcamp, visit our website: hubs.la/Q02qDp1w0 #LLMBootcamp #DataScienceDojo
freeCodeCamp published a Machine Learning course that doesn't rely on any libraries. Yep: this "no black box" ML course teaches you the algorithms from scratch. You'll learn how they work by building projects like a drawing app, data visualizer, & more. freecodecamp.org/news/learn-mac…
This is the best new AI tool for research. Just upload a PDF file, ask a question, and get an answer in seconds. It's like ChatGPT, but built for researchers. Try it for free.
🛑 German authorities dismantle Nemesis Market, a major #darknet marketplace that facilitated the global trade of drugs, stolen data, and #cybercrime services. Learn more: thehackernews.com/2024/03/german… #cybersecurity #informationsecurity #malware
In this video, I'll show you how to build a RAG application using open-source models running on your computer. I compare Llama2, Mixtral 8x7B, and GPT-3.5. Contrary to popular belief, GPT-3.5 provided the best answers. Video: youtu.be/HRvyei7vFSM
Bringing together the power of the ColBERT model, the DSPy framework, and Streamlit, Shuyi Yang walks us through the implementation of a RAG workflow you can run locally on your laptop. buff.ly/3IBSLdp