839.2K
SWIf I was a beginner learning to code, I would use this 90 day roadmap step by step for beginners 💪 #coding #codingforbeginners #learntocode #computerscience #programming
@swerikcodes
#Path In Computing Basics
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166.6K
CONetworking Concepts Explained — Quick Guide for Beginners & IT Learners
Understand the core fundamentals of computer networking in this short, easy-to-follow video. Perfect for students, CCNA learners, IT beginners, and anyone starting their networking journey.
📌 In this video, you’ll learn:
🖧 What is a Network (LAN • WAN • MAN)
🔀 What is a Switch & Types of Switches
🌐 What is a Router & Routing Methods
🏷️ VLAN Basics & Network Segmentation
🔗 Trunking (802.1Q) Explained
⚡ EtherChannel Link Aggregation
🌳 STP & RSTP Loop Prevention
🔐 ACL (Access Control Lists) Overview
This quick networking cheat sheet will help you build a strong foundation for certifications and real-world networking.
🎯 Ideal for: • CCNA preparation
• Networking interviews
• IT fundamentals
• Beginners in network engineering
• Students & tech enthusiasts
networking concepts, computer networking basics, VLAN explained, switch vs router, trunking 802.1q, etherchannel, STP protocol, ACL networking, LAN WAN MAN, CCNA basics, network fundamentals
#networking #ccna #networkbasics #vlan #switching
@codewithprashantt
1.1M
THHere’s a roadmap to help you go from a software engineer to a data scientist 👩💻 👇
If you’re tired of writing vanilla apps and want to build ML systems instead, this one’s for you.
Step 1 – Learn Python and SQL (not Java, C++, or JavaScript).
→ Focus on pandas, numpy, scikit-learn, matplotlib
→ For SQL: use LeetCode or StrataScratch to practice real-world queries
→ Don’t just write code—learn to think in data
Step 2 – Build your foundation in statistics + math.
→ Start with Practical Statistics for Data Scientists
→ Learn: probability, hypothesis testing, confidence intervals, distributions
→ Brush up on linear algebra (vectors, dot products) and calculus (gradients, chain rule)
Step 3 – Learn ML the right way.
→ Do Andrew Ng’s ML course (Deeplearning.ai)
→ Master the full pipeline: cleaning → feature engineering → modeling → evaluation
→ Read Elements of Statistical Learning or Sutton & Barto if you want to go deeper
Step 4 – Build 2–3 real, messy projects.
→ Don’t follow toy tutorials
→ Use APIs or scrape data, build full pipelines, and deploy using Streamlit or Gradio
→ Upload everything to GitHub with a clear README
Step 5 – Become a storyteller with data.
→ Read Storytelling with Data by Cole Knaflic
→ Learn to explain your findings to non-technical teams
→ Practice communicating precision/recall/F1 in simple language
Step 6 – Stay current. Never stop learning.
→ Follow PapersWithCode (it's now sun-setted, use huggingface.co/papers/trending, ArXiv Sanity, and follow ML practitioners on LinkedIn
→ Join communities, follow researchers, and keep shipping new experiments
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Save this for later.
Tag a friend who’s trying to make the switch.
[software engineer to data scientist, ML career roadmap, python for data science, SQL for ML, statistics for ML, data science career guide, ML project ideas, data storytelling, becoming a data scientist, ML learning path 2025]
@the.datascience.gal
82
JA💡 Master Cloud Computing – The Complete Learning Path!
From Cloud Basics to DevOps & Automation, this visual roadmap helps you navigate every essential step in mastering cloud technologies. Whether you’re starting fresh or scaling enterprise-grade solutions, understanding these pillars will set you apart.
🚀 Build. Secure. Automate.
👉 Learn more at www.jaiinfoway.com
#CloudComputing #DevOps #AI #Automation #JaiInfoway #CloudArchitecture #DigitalTransformation #TechInnovation
@jaiinfowayofficial
1.9M
COThe 🐐
His name is Abdul Bari and he has a bunch of playlists on YouTube of his lectures teaching Computer Science and coding! The way he explains things is so clear and easy to understand!
💌SEND this to yourself or save it!
✅FOLLOW for more Computer Science tips!
#computerscience #compsci #programming #coding #computersciencemajor
@compskyy
1.3M
SWIf I was a beginner learning to code, I would use this Python roadmap step by step for beginners 💪 #coding #codingforbeginners #learntocode #codingtips #cs #python #computerscience #usemassive
@swerikcodes
9.7K
CSIf I was a beginner learning to code, Pythons my pick. Use this Python roadmap step by step for beginners 💪 #coding #codingforbeginners #learntocode #codingtips #cs #python #computerscience #codedex
@cs.aar0n
382.1K
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
958.2K
KACoding roadmap here 👇
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C Programming 2-Month Roadmap
Week 1:
Learn syntax, variables, data types, operators, and basic I/O
Week 2:
Master conditional statements, loops, and nested control flows
Week 3:
Understand functions, recursion, and scope rules
Week 4:
Dive into arrays, strings, and their manipulation
Week 5:
Learn pointers, pointer arithmetic, and arrays with pointers
Week 6:
Work with structures, unions, enums, and typedefs
Week 7:
File handling, dynamic memory allocation (malloc, calloc, free)
Week 8:
Solve problems on data structures using C (linked list, stack, queue)
Resources:
YouTube: CodeWithHarry, Neso Academy, Jenny’s Lectures
Practice: HackerRank C Track, GeeksforGeeks C Problems
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#coding #roadmap #programming #cprogramming #pythonprogramming #javaprogramming #beginners #newstart #motivation
@kaabil.engineer
94.9K
BRHow do Desktop Computers Work?
Have you ever wondered how all the hardware inside a computer fits together? Well in this video we take apart a modern computer and examine all the hardware. We'll look at things like the CPU, the GPU, the Motherboard, the DRAM, the SSDs, the Hard Disk Drives, the Power Supply, the Water Cooler, and everything else.
#pcbuild #computerhardware
@brancheducation
38.6K
SWIf I was a beginner learning to code, I would use this Python roadmap step by step for beginners 💪 #coding #codingforbeginners #learntocode #python #computerscience
@swerikcodes
80.2K
MAComment “Roadmap” below to get the roadmap in your DMs.
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#data #science #datascience #datascientist #microsoft #google #roadmap #trending #viral #trendingreels #trendingnow #software #softwareengineer #dataengineer
@mahimahans111
✨ #Path In Computing Basics発見ガイド
Instagramには#Path In Computing Basicsの下にthousands of件の投稿があり、プラットフォームで最も活気のあるビジュアルエコシステムの1つを作り出しています。
Instagramの膨大な#Path In Computing Basicsコレクションには、今日最も魅力的な動画が掲載されています。@compskyy, @swerikcodes and @the.datascience.galや他のクリエイティブなプロデューサーからのコンテンツは、世界中でthousands of件の投稿に達しました。
#Path In Computing Basicsで何がトレンドですか？最も視聴されたReels動画とバイラルコンテンツが上部に掲載されています。
人気カテゴリー
📹 ビデオトレンド: 最新のReelsとバイラル動画を発見
📈 ハッシュタグ戦略: コンテンツのトレンドハッシュタグオプションを探索
🌟 注目のクリエイター: @compskyy, @swerikcodes, @the.datascience.galなどがコミュニティをリード
#Path In Computing Basicsについてのよくある質問
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パフォーマンス分析
12リールの分析
💡 トップ投稿は平均1.3M回の再生（平均の2.3倍）
週3-5回、活動時間に定期的に投稿
コンテンツ作成のヒントと戦略
💡 トップコンテンツは10K以上再生回数を獲得 - 最初の3秒に集中
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✍️ ストーリー性のある詳細なキャプションが効果的 - 平均長514文字
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