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I’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 If you don’t receive the link you either need to follow first then comment, or your instagram is outdated.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

How to start coding . • Choose a programming language (Python is beginner-friendly) • Install a code editor (VS Code, PyCharm, etc.) • Day 1-3: Learn variables, data types, and basic I/O • Problem 1: Print “Hello, World!” • Problem 2: Take two numbers as input and print their sum • Day 4-6: Learn conditionals and loops • Problem 1: Check if a number is even or odd • Problem 2: Print numbers from 1 to 10 using a loop • Day 7-9: Learn functions and basic logic • Problem 1: Write a function to find factorial • Problem 2: Check if a number is prime • Day 10-12: Learn lists and strings • Problem 1: Reverse a string • Problem 2: Find the largest number in a list • Day 13-14: Learn basic error handling and dictionaries • Problem 1: Handle divide-by-zero error • Problem 2: Count character frequency in a string • Day 15: Build a mini project using what you’ve learned • Problem 1: Simple calculator • Problem 2: Contact book using dictionary

Do you know how to write a loop in a single line using list comprehension in python. #list #pythoncode #codelikedeveloper #logic #programming

If 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

🐍Learning Python with AI 🔸️In this class, we're training students to learn Python faster with AI collaboration! 🔸️Here, Aidan uses ChatGPT to recreate a version of the classic arcade game Asteroids. 🔸️This is Aidan's 12th day of Python programming. 🔸️"But WAIT, if students don't learn procedural and syntax fundamentals, they'll never be able to troubleshoot their own code!" 🔸️Yes. I agree with you. I'm teaching them the basics and not overlooking the critical fundamentals. You're right. 🔸️Also, it's important to show them the capabilities offered through collaborating with a powerful tool and how to use it as a learning aid, ather than a shortcut. This is critical! @cvcc.va @a3_automate 🔸️Do you think programming is still a valuable skill given modern technology?

🚀 Go is the most mid language ever… and that makes it great! Every language has its trade-offs. Python? The best worst language. Rust? The most by the way language. HLL? White papers for days. What’s your pick? 🤔💬 Drop your thoughts below! FOLLOW @activeprogrammer to learn something new every day! #programmingmemes #codinglife #softwareengineering #golang #rustlang Credit video: @theprimeagen
Top Creators
Most active in #apl-programming-language-tutorials
Reels Graph Intelligence.
Advanced mapping of high-affinity Instagram Reels semantic patterns identified within the #apl-programming-language-tutorials ecosystem.
Strategic Implementation
Our semantic engine has identified these specific pattern clusters as high-affinity matches for #apl-programming-language-tutorials. Integrated usage of #apl-programming-language-tutorials with strategic Reels tags like #apl programming language and #tutorial is statistically linked to a significant increase in initial Reels discovery velocity.
In-Depth Hashtag Analysis: #apl-programming-language-tutorials
Expert Review • June 4, 2026 • Based on 12 Reels
Executive Overview
#apl-programming-language-tutorials is an actively used Instagram hashtag. Across the 12 trending reels analyzed on this page, the content has accumulated a combined total of 23,424,611 views— demonstrating exceptional viral potential within this content vertical. The top creator ecosystem features 8 notable accounts, led by @itstundeanthony with 14,704,025 total views. The hashtag's semantic network includes 27 related keywords such as #apl programming language, #tutorial, #programming, indicating its position within a broader content cluster.
Viewership & Reach Analysis
The 12 reels in this dataset have generated a combined 23,424,611 views, translating to an average of 1,952,051 views per reel. This exceptionally high average viewership indicates that content in this hashtag frequently hits the Explore page or Reels tab, driving massive exposure beyond the creator's immediate follower base.
The highest-performing reel in this dataset received 14,704,025 views. This viral outlier performance is 753% of the average reel performance in this set. This significant gap between the top performer and the average highlights the "viral lottery" nature of this hashtag — breakout hits can achieve massive scale.
Content Overview & Top Creators
The #apl-programming-language-tutorials ecosystem is dominated by short-form video content (Reels), aligning with Instagram's algorithmic preference for video-first distribution. There are 8 distinct accounts contributing to the trending feed. The top creator, @itstundeanthony, has contributed 1 reel with a total viewership of 14,704,025. The top three creators — @itstundeanthony, @mohcinale, and @ezsnippet — together account for 83.0% of the total views in this dataset. The semantic network of #apl-programming-language-tutorials extends across 27 related hashtags, including #apl programming language, #tutorial, #programming, #language. Creators often use these tags together to reach overlapping audiences.
Discoverability & Reach Potential
The discoverability metrics for #apl-programming-language-tutorials indicate an active content ecosystem. The average of 1,952,051 views per reel demonstrates consistent audience reach. For creators using #apl-programming-language-tutorials, high-quality production and strong hooks in the first 1-2 seconds tend to perform best given the competition.
Analyst Verdict
#apl-programming-language-tutorials demonstrates the hallmarks of a well-performing Instagram hashtag. With an average of 1,952,051 views per reel, the viewership metrics position this hashtag as a premium discovery vehicle. Creators like @itstundeanthony and @mohcinale are leading the charge, setting viewership benchmarks for the community.
Frequently Asked Questions
Everything about #apl-programming-language-tutorials on Instagram
Global Reels Trends
Explore high-velocity Instagram Reels hashtags currently shaping global discovery.

















