Avathon’s Post

When it comes to datasets, working with something like mtcars or iris can feel like playing with a cute, cooperative puppy 🐶—clean, structured, and predictable. But stepping into the world of real-world data world is an entirely different experience—a ferocious, unpredictable wolf 🐺 ready to challenge you at every turn While contributing to the open-source project #MolevolvR , I had the opportunity to dive into real-world data from the #CARD(Comprehensive Antibiotic Resistance Database). Unlike the clean and structured datasets like mtcars or iris (the cute puppy stage 🐾), the CARD data presented unique challenges that required careful wrangling, validation, and interpretation (the scary wolf stage 🐺). Key takeaways from my experience: 1️⃣ Messy Data Requires Strategic Thinking. Handling inconsistent entries taught me how important it is to design robust validation checks 2️⃣ Collaboration with Reviewers is important as it pushed me to think critically about bugs, pathogen-drug relationships, and how to ensure the reproducibility of my code. Thank you to #JananiRavi, Evan Brenner, Faisal Alquaddoomi, and Abhirupa Ghosh for taking your time to help me overcome the challenges I faced 3️⃣ Open-Source Contributions Expand Skills. It can be something as simple as debugging existing code or as complex as developing your own functions #OpenSource #MolEvolvR #DataScience #Genomics #CARDDatabase #LearningByDoing

📈 Excited to share my third week project at Orinson Technologies: Developed a simple Linear Regression model to predict a numerical value based on a single feature! 📊✨ Learning Experience: This project deepened my understanding of regression analysis and its applications in real-world scenarios. Gratitude: Grateful for the support and guidance from my talented team! Feedback: Check it out and let me know your thoughts! 💡 #DataScience #MachineLearning #LinearRegression #OrinsonTechnologies #ThirdWeekProject

And Lastweek we came around this with the students Courtesy: Acusyshub #acusyshub #datascienececommunity #datavisualization #microsoftexcel #datascienececommunity #dataanalysisskills #dataanalytics #datasciencetraining #dataanalyticstraining

Hear from our past students! Our student from the previous cohort at SynthAnalytics, Bamidele Paul, shared his experiences and insights from his time with us. Watch to learn more about their journey, the skills they acquired, and how our program helped them achieve their goals! #synthanalytics #dataanalysis #studenttestimonial #Dataanalyticstools #learningexperience #Customersatisfaction

Ever wanted to learn more about #webassembly ? Check out the Summer of Spin challenges by Fermyon Technologies set to release on July 29th! See you all there Learn more about it in the following video where I give a brief intro about the same #community #wasm #opensource #SummerofSpin2024

Navigating FOAK Facilities in Climate Deep Tech 🏗️ The end of cheap project capital resulting from higher interest rates, traditional VC hesitancy about funding infrastructure, and an overall tough market for fundraising. The current climate calls for creativity and resilience. That's why ClimateTechs are leaning on novel approaches to infrastructure development, leveraging innovative financial models and collaborative ecosystems to build faster, smarter, and more efficiently. We'll unpack these approaches in a fireside chat between Etan Bendheim of Liberation Labs and Steven Finn of Siddhi Capital at the HackSummit taking place at Newlab next week.

𝙎𝙩𝙤𝙘𝙠 𝙊𝙣 𝙍𝙖𝙙𝙖𝙧 𝙛𝙤𝙧 𝗡𝗘𝗫𝗧 𝙒𝙚𝙚𝙠📌 1) LAURUS LABS - 512 👉 WEEKLY CHART 👉 EXPECT SOME ACTION ABOVE 520+ Like👍 Repost🔄 Bookmark🔖 for Next idea 💡 - #TechnicalTrades #TradingView #StockToWatch

As we step into 2025, new challenges and opportunities await us. But one thing remains constant – our unwavering dedication, passion, and commitment to growth and excellence. 🚀 This year, let’s embrace every obstacle as a stepping stone to success and continue pushing boundaries, both personally and professionally. Together, we’ll create new milestones, foster stronger connections, and achieve even greater heights. 🌟 Here’s to a year filled with possibilities, progress, and prosperity. Let’s make it count! 💪🎉 #NewYearMotivation #GrowthMindset #xLab #xLabStudios #deepaksays

🔥 Exciting news: Jan Szollos, MBA, our Senior Director of Business Development at Insilico Medicine, is among the panel of judges at this year's #ONTOX hackathon in Utrecht, The Netherlands! If you're there, make sure to drop by and chat with Jan! 🚀 Jan notes, “AI technology has reached a point where it is possible to model behaviour and outcomes on all complexity levels, and hopefully, some participants of this hackathon will explore how to utilize the available technology to advance human risk assessment of chemicals without using animals.” 🔬✨ #AI #Innovation #Biotech

The journey towards revolutionizing automotive experience is paved with challenges which demand creativity and a profound comprehension of complex technology. We're impressed by the brilliant handling of the Hackathon challenge by all participants and pleasantly surprised by the innovative approaches they brought to the table. 👏🎉 #42Prague #42prg #DigiteqAutomotive #wearedigiteq #hackathon #ImageProcessing