Just a Squiggle’s Post

𝗗𝗮𝘆 𝟴 𝗼𝗳 𝟭𝟬𝟬: 𝗪𝗵𝗮𝘁 𝗶𝘀 𝘁𝗵𝗲 𝗗𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝗰𝗲 𝗕𝗲𝘁𝘄𝗲𝗲𝗻 𝗕𝗮𝗴𝗴𝗶𝗻𝗴 𝗮𝗻𝗱 𝗕𝗼𝗼𝘀𝘁𝗶𝗻𝗴 𝗧𝗲𝗰𝗵𝗻𝗶𝗾𝘂𝗲𝘀? Welcome to 𝗗𝗮𝘆 𝟴 𝗼𝗳 "𝟭𝟬𝟬 𝗗𝗮𝘆𝘀 𝗼𝗳 𝟭𝟬𝟬 𝗟𝗲𝗮𝗿𝗻𝗶𝗻𝗴𝘀!" Today, we’re going to learn about the difference between bagging and boosting. Imagine you have a team of superheroes working together to solve problems! 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗕𝗮𝗴𝗴𝗶𝗻𝗴? Bagging is like having a team of superheroes where each one tries to solve the problem on their own. Then, they all come together to vote on the best solution. 🔶 𝗘𝘅𝗮𝗺𝗽𝗹𝗲: Imagine five superheroes trying to figure out the best way to stop a villain. They all try their own way, and then they take a vote. The most popular plan wins! 𝗪𝗵𝗮𝘁 𝗶𝘀 𝗕𝗼𝗼𝘀𝘁𝗶𝗻𝗴? Boosting is like having a team of superheroes where the first one tries to solve the problem, and if they miss something, the next superhero steps in to help. Each hero learns from the mistakes of the one before them. 🔶 𝗘𝘅𝗮𝗺𝗽𝗹𝗲: Imagine the first superhero tries to stop the villain but misses something. The second superhero then comes in and fixes what was missed. Each hero improves the plan until the problem is solved perfectly! 𝗞𝗲𝘆 𝗗𝗶𝗳𝗳𝗲𝗿𝗲𝗻𝗰𝗲𝘀: 1️⃣ 𝗧𝗲𝗮𝗺𝘄𝗼𝗿𝗸 𝗦𝘁𝘆𝗹𝗲: 𝗕𝗮𝗴𝗴𝗶𝗻𝗴: Each hero works separately and votes. 𝗕𝗼𝗼𝘀𝘁𝗶𝗻𝗴: Each hero builds on the work of the hero before them. 2️⃣ 𝗚𝗼𝗮𝗹: 𝗕𝗮𝗴𝗴𝗶𝗻𝗴: Get the best overall plan by combining everyone’s ideas. 𝗕𝗼𝗼𝘀𝘁𝗶𝗻𝗴: Improve the plan step by step until it’s perfect. 𝗪𝗵𝘆 𝗨𝘀𝗲 𝗧𝗵𝗲𝘀𝗲 𝗧𝗲𝗰𝗵𝗻𝗶𝗾𝘂𝗲𝘀? These techniques help make sure that no single mistake ruins the plan. Bagging helps by averaging out everyone’s ideas, and boosting helps by fixing mistakes as they go. 𝗝𝗼𝗶𝗻 𝘁𝗵𝗲 𝗰𝗼𝗻𝘃𝗲𝗿𝘀𝗮𝘁𝗶𝗼𝗻! Have you ever worked in a team where everyone had different ideas? How did you decide on the best plan? Share your experiences or ask questions in the comments below! #datascience #machinelearning #bagging #boosting #learningjourney #100daysoflearning #ensemblemethods #teamwork #dataexpert

Just enrolled in "Soft Skills Unleashed: Elevate Your Influence and Impact" by Liza Smalling, MA, ACC and finally learning the secret sauce to success: "being nice to people"! 🥳 Why bother with those "hard" skills like coding when emotional intelligence, communication, and empathy are what really set us apart? It's all about mastering the basics, folks! Join us on this mind-blowing journey of discovering the obvious. Because who knew that being a decent human could be so revolutionary? 🌟 #SoftSkillsUnleashed #SuccessUnlocked #MindBlown #LeadershipGoals Link in the comments below! 👇

Overthinking is a disease 🧠 Overthinking isn’t just a habit—it’s a silent killer of productivity. If there’s something you want to do starting a business, learning to code, or any goal stop overthinking and START DOING. 🔑 Here’s a trick: make yourself SO BUSY with learning, practicing, and building habits that you don’t have time to overthink. Dive into a coding project, grab that book, or take the next step forward. Overthinking often starts when we compare ourselves to others. We see someone’s success but miss the countless nights, setbacks, and effort it took them. FOCUS ON YOUR JOURNEY ❤️ Don’t compare your today to someone else’s years of work. Take action, make adjustments, and grow. 🌱 ✨ I’ve also started a video series to dive deeper into this mindset shift. Connect with me to join this journey and let’s keep moving forward! 🚀 #growTogeather #neurafinity #zenitheon

Finding a mentor who helps you soar is priceless. Sharing the news with friends is even better! Calling all vLookUp mentees to refer friends to join www.vlookup.ai and gain support from ~300 mentors. The next time you're on a coffee break with a friend, remember to share the good news! For some shareable material about vLookUp, check out our toolkit here: https://lnkd.in/g5U5uhwE #MentoringMatters #vLookUpMentoring #CareerGrowth #ShareSuccess

🔍 **Unlock the Secret Sauce for Mastering Any Skill: Why Comfort is Overrated! 🔍** Stop waiting for confidence to kick in before you dive into new skills. The real magic happens outside your comfort zone! 🚀 Discover how discomfort accelerates your learning journey—from public speaking to coding—transforming you into a master. Curious about the 'discomfort formula' that's changing the game? 🤔 You'll want to know this! 👉 [Read More](https://lnkd.in/gf3PEtCP) 🔗 **Find out why discomfort is not your enemy, but your greatest ally on the road to success!** #LearningRevolution #SkillMastery #GrowthMindset #Learning #SkillMastery #EmbraceDiscomfort #GrowthMindset #Neuroplasticity #ContinuousImprovement #PracticeMakesPerfect #OvercomingChallenges #SkillDevelopment #PersonalGrowth #Resilience #MasteryJourney #DiscomfortZone #ProfessionalDevelopment #LearningProcess

So what are my key takeaways from #gotocph beside being incredible inspiring to see people like Martin Fowler Simon Wardley Manuel Pais (Team Topologies) 🇺🇦 🇵🇸 Dave Farley or Daniel Terhorst-North besides many others on stage… Product focus #product #productfirst is key and code like software is just means to an end. Our customers don’t really want software actually they want the least amount of software possible what they want are solutions to their problems! So its good to remind ourselves about that and also detach ourselves emotionally from code. #mindset #coding Autonomy and real end to end responsibility for product teams not only removes dependencies but also optimizes for actual flow of value! Put trust in your teams and they will deliver amazing things! #teamtopologies #team #people And last but not least was great to see that there was quite a consistent view on #AI and #LLM that it will as any other hype will soon get back to normal and take or eliminate any job. I loved the term stochastic parrot that was framed at the conferende because this is what LLMs actually are. Happy to see that smart people are not fooled by marketing. #futureofwork #codingassistent There was so much more, was truely an inspiring event! #conference #learning #inspiration #softwareengineering #development

💡 The Power of Consistency: Small Steps Lead to Big Results In today’s fast-paced world, we often aim for big leaps to reach our goals. But here’s the thing: consistent, small steps often lead to greater and more sustainable success. Whether you're coding a complex program, learning a new language, or developing a business idea, the key is persistence. Show up daily, tackle small challenges, and gradually, you’ll build a foundation that lasts. Here are a few things that have helped me: Break tasks into smaller pieces – Don’t try to tackle it all at once. Celebrate small wins – Every achievement, no matter how small, deserves recognition. Stay curious – The more you learn, the more you grow. Consistency is underrated, but it’s the most powerful tool we all have. What small step are you taking today that will lead to bigger results tomorrow? #ConsistencyIsKey #GrowthMindset #LearningEveryDay #SuccessJourney #KeepGoing

Day 7 of the SlayGround 2.0 Challenge! 🚀 Tackled the classic Reverse an Array problem with a time-efficient O(n) solution. Problem-solving isn't just about finding the answer—it's about optimizing the approach and learning along the way! 💡 Excited to keep sharpening my skills and conquering new challenges. ✨ #CodingChallenge #Codingninjas #ProblemSolving #NinjaSlayground #JavaProgramming #CodeNinjas #SlayGround2_0 #Upskilling #NeverStopLearning

Curious what a student-led discussion looks like on Packback? Take a peek at this thoughtful question posed by a student, and swipe to see the insightful response that followed. Engaged, curious, and student-centered—that’s what Packback is all about! 💡✨ #StudentEngagement #EdTech #AIinEducation

Want to learn anything faster? Try these 3 brain hacks: 🧠✨ 1️⃣ Active Recall – Quiz yourself, don’t just read. 2️⃣ Spaced Repetition – Spread out your learning for long-term retention. 3️⃣ Feynman Technique – Explain it simply to truly master it. Learning doesn’t have to be slow and painful. Let’s work smarter, not harder! 🚀 #LearnSmart #MindHacks #NeverStopLearning