1.0M
CHMachine learning relies heavily on mathematical foundations.
#tech #ml #explore #fyp #ai
@chrisoh.zip
Trending
#Machine Learning Algorithms
شاهد 361K فيديو ريلز عن Machine Learning Algorithms من أشخاص حول العالم.
شاهد بشكل مجهول دون تسجيل الدخول.
361K posts
NewTrendingViral
عمليات بحث ذات صلة
30ريلز رائجة
(12)
1.3M
SAI’ve been asked many times where to start learning ML, so after talking to so many experts in this field, this is a good place to start.
Comment down below “TRAIN” and I’ll send you a more in-depth checklist along with the best GitHub links to help you start learning each concept.
If you don’t receive the link you either need to follow first then comment, or your instagram is outdated. Either way, no worries. send me a dm and I’ll get it to you ASAP.
#cs #ai #dev #university #softwareengineer #viral #advice #machinelearning
@sambhav_athreya
310.3K
COThe best way to learn the ML math and algorithms 😍
#selftaught #machinelearning #ai #tech #data #softwareengineer #coding #programmers
@codersheary
46.3K
EMThese are some of the best beginner-friendly resources I’ve found to actually understand machine learning.
Nothing overly complicated, just what you need to get the concepts and start building.
Comment ML and I’ll send you all the resources.
@emrcodes
3.0M
ITcomment ‘AI’ and I’ll send you the link in your DMs
this is such a great resource to guide you on your AI/ML journey!
#techcareer #ai #machinelearning #careergrowthtips #datascience #coding
@itsallykrinsky
361.6K
CHHere’s your full roadmap on how to get into machine learning. Comment “Roadmap” to get the pdf.
Save and follow for more.
#ai #machinelearning #coding #programming #cs
@chrispathway
472.6K
THWant to become a Machine Learning Engineer in 2025?
Build real projects that reflect how ML is done in the industry:
1 → End-to-End ML Pipeline
Predict something useful (like student dropout risk). Clean with Pandas, train with LightGBM, deploy with FastAPI + Docker + AWS.
2 → RAG Chatbot
Build a chatbot that answers from your course notes. Use LlamaIndex + FAISS + Llama 3.1. This is how GenAI apps work today.
3 → Fine-Tune LLMs
Take an open-source LLM and fine-tune it on your own dataset. Use QLoRA with PEFT. Example: medical Q&A bot.
4 → Model Monitoring
Build a fraud detection model and track drift post-deployment using Evidently AI + Weights & Biases. Shows you think beyond training.
5 → Multimodal AI App
Photo → nutrition info + recipe. Use CLIP or Florence-2 for vision-text, connect to LLaVA or Qwen-VL, deploy with Streamlit.
This stack hits every part of the ML lifecycle—from classic ML to GenAI to production monitoring.
[mlprojects, machinelearningengineer, genai, fine-tuning, ragchatbot, mlportfolio, endtoendpipeline, multimodalai, ai2025, llmengineer, mljobs, mlworkflow, productionai]
@the.datascience.gal
562.4K
THNeural networks and machine learning.
@theartificialintelligence
34.7K
DAThe exact framework I’d use to learn ML from scratch in 2026. Save this if you’re actually trying to build - not just collect tutorials.
#machinelearning #artificalintelligence #datascience #learntocode #coding
@dandoesdata.ai
40.1K
HE📌 “Confused about how to start your Machine Learning & AI journey? Here’s your complete roadmap from zero to job-ready! 💻✨”
No more scrolling through 100 videos — this 30 sec guide has everything you need to start & grow in ML!
Save 🔖 | Share 🤝 | Follow @helloworld_avani for more!
#machinelearning #artificialintelligence #pythonforbeginners #datasciencelearning #mlroadmap #techreels #codingjourney #learnwithme #careerinttech #reelsforstudents #studygramindia #trending #explorepage
@helloworld_avani
23.2K
CO🚀 Machine Learning Roadmap (2025 Edition)
Unlock your journey into AI, Machine Learning & Deep Learning with this step-by-step guide designed for beginners to advanced learners.
📌 What You’ll Learn in This Video:
⚙️ Phase 1 – Core Foundation
📐 Math Basics | 🐍 Python Programming
🧹 Phase 2 – Data Preparation
🧽 Data Cleaning | 🎛 Feature Engineering | 📊 Visualization
🤖 Phase 3 – Machine Learning Concepts
🎯 Supervised & Unsupervised Learning | 🔍 Key Algorithms
🧪 Phase 4 – Model Optimization
📈 Cross-Validation | 🛠 Hyperparameter Tuning | 📍 Metrics
🧠 Phase 5 – Advanced ML
🌀 Neural Networks | 👁 Computer Vision | 💬 NLP
🚀 Phase 6 – Deployment & Real-World Use
🗃 Model Serialization | 🌐 APIs | ☁ Cloud | 🧩 MLOps
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💡 Whether you're a beginner, student, or career switcher, this roadmap will help you become job-ready in AI and ML.
📚 Save this video and start learning step by step.
👇 Comment "ROADMAP" if you want a downloadable PDF version.
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🔍 Keywords:
Machine Learning Roadmap 2025, AI learning path, Deep Learning, Data Science Roadmap, Python for ML, Best way to learn AI, MLOps, Cloud AI skills.
---
🔥 Hashtags:
#MachineLearning #AI #ArtificialIntelligence #DeepLearning #DataScience #Python #MLRoadmap #LearnML #TechCareers #Programming #NLP #ComputerVision #MLOps #DataEngineer #FutureSkills #Roadmap2025 #AIEducation #AIRevolution #CodingJourney
@codewithprashantt
85.0K
ROmachine learning #machinelearning #machinelearningalgorithms #machinelearningengineer #machinelearningmemes
@ronantech
✨ دليل اكتشاف #Machine Learning Algorithms
يستضيف انستقرام 361K منشور تحت #Machine Learning Algorithms، مما يخلق واحدة من أكثر النظم البصرية حيوية على المنصة.
مجموعة #Machine Learning Algorithms الضخمة على انستقرام تضم أكثر الفيديوهات تفاعلاً اليوم. محتوى @itsallykrinsky, @sambhav_athreya and @chrisoh.zip وغيرهم من المبدعين وصل إلى 361K منشور عالمياً. فلتر وشاهد أحدث ريلز #Machine Learning Algorithms فوراً.
ما هو الترند في #Machine Learning Algorithms؟ أكثر مقاطع فيديو Reels مشاهدة والمحتوى الفيروسي معروضة أعلاه.
الفئات الشعبية
📹 اتجاهات الفيديو: اكتشف أحدث Reels والفيديوهات الفيروسية
📈 استراتيجية الهاشتاق: استكشف خيارات الهاشتاق الرائجة لمحتواك
🌟 صناع المحتوى المميزون: @itsallykrinsky, @sambhav_athreya, @chrisoh.zip وآخرون يقودون المجتمع
الأسئلة الشائعة حول #Machine Learning Algorithms
مع Pictame، يمكنك تصفح جميع ريلز وفيديوهات #Machine Learning Algorithms دون تسجيل الدخول إلى انستقرام. لا حساب مطلوب ونشاطك يبقى خاصاً.
تحليل الأداء
تحليل 12 ريلز
💡 المنشورات الأفضل تحصل على متوسط 1.5M مشاهدة (2.4× فوق المتوسط)
انشر بانتظام 3-5 مرات/أسبوع في الأوقات النشطة
نصائح إنشاء المحتوى والاستراتيجية
💡 المحتوى الأفضل يحصل على أكثر من 10K مشاهدة - ركز على أول 3 ثوانٍ
✍️ التعليقات التفصيلية مع القصة تعمل بشكل جيد - متوسط الطول 394 حرف
✨ العديد من المبدعين الموثقين نشطون (50%) - ادرس أسلوب محتواهم
📹 مقاطع الفيديو العمودية عالية الجودة (9:16) تعمل بشكل أفضل لـ #Machine Learning Algorithms - استخدم إضاءة جيدة وصوت واضح
عمليات البحث الشائعة المتعلقة بـ #Machine Learning Algorithms
🎬لمحبي الفيديو
Machine Learning Algorithms Reelsمشاهدة فيديوهات Machine Learning Algorithms
📈للباحثين عن الاستراتيجية
Machine Learning Algorithms هاشتاقات رائجةأفضل Machine Learning Algorithms هاشتاقات
🌟استكشف المزيد
استكشف Machine Learning Algorithms#machin#algorithme#svm vs other machine learning algorithms#algorithm#learn#machine learning#machines#machining