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Amazon CloudFront
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LearnwithPath.com
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Amazon S3 (Amazon Simple Storage Service) is the storage platform by Amazon Web Services (AWS) that provides an object storage with high availability, low latency and high durability. S3 can store any type of object and can serve as storage for internet applications, backups, disaster recovery, data archives, big data sets and multimedia.
LearnPath is a free alternative to Coursera, Udemy, and Skillshare. Built for self-taught learners who want course-quality structure without paying $49 to $79 a month or $200 per course.
I built it because YouTube already has the best content for almost any skill. The problem is structure. Without a real curriculum, you spend more time picking videos than actually learning. LearnPath uses AI to assemble a personalized path from the best free videos on YouTube, then adapts it based on how you score on quizzes.
What makes it different from other learning platforms:
AI-curated paths. AI picks the best YouTube videos for any skill you want to learn.
6 exercise types generated from real video transcripts. Multiple-choice on the free tier. Fill-in-the-blank and flashcards on Plus. Concept matching, sequencing, and true/false with AI explanations on Pro.
Adaptive branching. The path reshapes based on your quiz performance. If you struggle on a topic, the next node reinforces it. If you breeze through, it skips ahead.
Spaced repetition with the SM-2 algorithm. Reviews get scheduled automatically so what you learn actually sticks.
Certificates. Basic on Plus, premium with LinkedIn integration on Pro.
Skill analytics. Radar chart, heatmap, streak tracking.
Free forever tier with everything you need to learn. Plus is $6.99 a month, Pro is $12.99 a month. Try it at https://learnwithpath.com.
Amazon S3
LearnwithPath.comLearnwithPath.com's answer:
YouTube has the best content for almost any skill, but no structure. Coursera and Udemy have structure but cost $49 to $79 a month or $200 a course. LearnPath gives you the structure of a paid course on top of free YouTube videos, and the path adapts based on how you score on quizzes. The free tier is fully usable, not crippled. Knowledge actually sticks because spaced repetition is built in.
LearnwithPath.com's answer:
It's free for the core experience and the paths actually adapt to you. Coursera locks fixed curricula behind a paywall. Udemy buries you in 40 hour video dumps with no quiz logic. Skillshare is project-based, not skill-based. LearnPath builds a path from real videos, generates quizzes from the actual transcripts of those videos, and reshapes the path based on your performance. Spaced repetition reviews are scheduled automatically so what you learn sticks. No setup. No API keys. Sign up and start in under a minute.
LearnwithPath.com's answer:
Self-taught learners. Career switchers ramping up on a new tech stack. Students preparing for technical interviews. Developers picking up a new language or framework. Designers learning a new tool. Anyone who has tried piecing together a YouTube playlist and wished it had structure, quizzes, and progress tracking. Mostly people who would rather learn for free than pay $49 a month for Coursera.
LearnwithPath.com's answer:
I taught myself programming, development, and most of what I know from YouTube. There is an enormous amount of high-quality material on the platform but no structure and no real way to know if you are actually learning. After years of stitching together my own playlists, I built LearnPath to fix that for everyone else. An AI takes any topic, assembles a personalized course from the best YouTube videos, and adds quizzes and spaced repetition so the knowledge actually sticks. The best part is that it's free.
LearnwithPath.com's answer:
Frontend is Next.js 14 with React, TypeScript, and Tailwind CSS. Backend is Python with FastAPI. Database, auth, and realtime are on Supabase with row level security. AI is Google Gemini for video curation, quiz generation, and the adaptive branching logic. Video data comes from YouTube Data API and youtube-transcript-api. Payments are on Airwallex. Errors and analytics are on Sentry and PostHog.
Based on our record, Amazon S3 seems to be more popular. It has been mentiond 214 times since March 2021. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.
TLS at the API boundary encrypts the payload in transit, but your application is responsible for what happens to the document after the response arrives. If you're writing the rendered PDF to disk, a message queue, or cloud storage, that persistence layer needs its own encryption at rest. An unencrypted file sitting in an Amazon S3 bucket with overly permissive ACLs falls outside what the API provider's TLS covers. - Source: dev.to / 3 months ago
SAM CLI generates the SAMCodeUriServices mapping so that each collection value resolves to its own build artifact. At package time, those paths become Amazon S3 URIs. I don't need to manage any of this. - Source: dev.to / 3 months ago
Fine-tuning adapts an FM to a specific use case with proprietary training data. Titan, Cohere, and Meta models support fine-tuning via Amazon Bedrock. Text models need labelled prompt-completion pairs; image models need Amazon Simple Storage Service (Amazon S3) paths linked to descriptions. Secure training data with Amazon Virtual Private Cloud (Amazon VPC) + AWS PrivateLink. - Source: dev.to / 4 months ago
You need to understand vector stores for semantic and hybrid search using Amazon OpenSearch Service and Amazon Simple Storage Service (Amazon S3). Prompt caching helps reduce costs by reusing previously processed prompts. Amazon Bedrock Prompt Management simplifies the creation, evaluation, versioning, and sharing of prompts to help you get the best responses from foundation models. Flow orchestration with Amazon... - Source: dev.to / 4 months ago
All fine-tuning used Amazon SageMaker Training Jobs โ no instance provisioning, no SSH, no manual teardown. You provide a training script and an S3 dataset path, specify the instance type, and SageMaker handles the rest. - Source: dev.to / 6 months ago
AWS Lambda - Automatic, event-driven compute service
Coursera - Build skills with courses, certificates, and degrees online from world-class universities and companies
Google Cloud Storage - Google Cloud Storage offers developers and IT organizations durable and highly available object storage.
Udemy - Online Courses - Learn Anything, On Your Schedule
Amazon CloudFront - Amazon CloudFront is a content delivery web service.
SkillShare - Skillshare is a learning platform with online classes taught by the world's best practitioners.