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Dev Sense
India
Приєднався 29 кві 2016
If you want to learn Machine Learning related practical concepts which can be directly used in any industry setup at scale, then you have reached at correct place.
Admin of this channel is Ashutosh Hathidara.
To know more about him,
Checkout his website ashutoshhathidara.com/
Admin of this channel is Ashutosh Hathidara.
To know more about him,
Checkout his website ashutoshhathidara.com/
How does Uber predict Arrival Times (ETA) for trips? | Uber ML System Design | #systemdesign
Do you know how cab companies like Uber, Ola, and Lyft predict the Expected Time of Arrival (ETA) for the trips? In this video, we design an end-to-end machine learning system that incrementally improves the system's prediction capabilities. We also discuss how the ETA prediction service is integrated into the overall Uber system design.
Uber's official blog: www.uber.com/blog/deepeta-how-uber-predicts-arrival-times/
Join this channel to get access to perks:
ua-cam.com/channels/_amoXmmxSY9KusoDczDTXQ.htmljoin
Follow me on below social media,
Discord: discord.gg/GkcbM5bwZr
LinkedIn: www.linkedin.com/in/ashutosh1919/
Github: github.com/ashutosh1919
Behance: www.behance.net/devsense19
Dribble: dribbble.com/ashutosh1919
Facebook: laymanbrother.19/
Instagram: developer_sense
UA-cam : ua-cam.com/users/DevSense19
Patreon: www.patreon.com/devsense
To know more about me,
Checkout my website ashutoshhathidara.com/
Drop me mail if you need any help,
devsense98@gmail.com
Tags: system design,interview preparation,interviews,software interview,coding interview,programming,gaurav sen,system design interview,grokking the system design interview,cracking the coding interview,sudocode,uber,lyft,ola,predict arrival time,predict eta, eta
Uber's official blog: www.uber.com/blog/deepeta-how-uber-predicts-arrival-times/
Join this channel to get access to perks:
ua-cam.com/channels/_amoXmmxSY9KusoDczDTXQ.htmljoin
Follow me on below social media,
Discord: discord.gg/GkcbM5bwZr
LinkedIn: www.linkedin.com/in/ashutosh1919/
Github: github.com/ashutosh1919
Behance: www.behance.net/devsense19
Dribble: dribbble.com/ashutosh1919
Facebook: laymanbrother.19/
Instagram: developer_sense
UA-cam : ua-cam.com/users/DevSense19
Patreon: www.patreon.com/devsense
To know more about me,
Checkout my website ashutoshhathidara.com/
Drop me mail if you need any help,
devsense98@gmail.com
Tags: system design,interview preparation,interviews,software interview,coding interview,programming,gaurav sen,system design interview,grokking the system design interview,cracking the coding interview,sudocode,uber,lyft,ola,predict arrival time,predict eta, eta
Переглядів: 3 753
Відео
Design TikTok's Recommendation System | ML System Design | #systemdesign
Переглядів 8 тис.6 місяців тому
Do you know why TikTok's recommendation algorithm is so good? In this video, we design TikTok's recommendation system. The video covers machine learning aspects of system design where we talk about data, model training and serving. TikTok' Monolith: Real Time Recommendation System With Collisionless Embedding Table: arxiv.org/abs/2209.07663 Join this channel to get access to perks: ua-cam.com/c...
How to transition to Machine Learning from any field? | Artificial Intelligence ft. @vizuara
Переглядів 1,2 тис.6 місяців тому
In this video, Dr. Raj Dandekar from Vizuara shares his experience of transitioning from mechanical engineering to Machine Learning (ML). He also explains beautifully how anyone can transition to ML from any field using Scientific ML. Moreover, how you can plan your learnings beforehand to eventually create good projects and publish research based on those projects. All the papers and resources...
Design ChatGPT like AI Assiatant | ML System Design | #machinelearning
Переглядів 2,2 тис.7 місяців тому
We explore the ML system design question to create a ChatGPT-like AI assistant. The purpose of the AI assistant illustrated in the video is to automatically handle real-time questions from customers of the company XYZ. We discuss about the ReAct framework (Reasoning with Action), using tools in the Chat system, and a few-shot example prompt designing. Ragas: docs.ragas.io/en/stable/index.html L...
Parallax Scrolling in React using React Spring | ReactJS Parallax Animation | #parallax
Переглядів 69 тис.2 роки тому
Creating Parallax animation in ReactJS or Parallax effect in ReactJS using multiple images and integrating it with other ReactJS components using React Spring. This video demonstrates the usage of inbuilt Parallax components in React Spring. If you learn to create the animation described in this video, then you can possibly create any parallax animation using your own images. GitHub Repository:...
NoSQL Databases
Переглядів 9402 роки тому
NoSQL databases power some of the biggest products around the world today. This video provides a quick glimpse of the types of NoSQL databases and their Usage. Easier scalability has made NoSQL ubiquitous. Traditional relational databases must be stored as a table and will take huge time for search queries. On the other side, a NoSQL database can be distributed across thousands of servers and s...
System Design: Scale System From Zero To Million Users | #systemdesign
Переглядів 61 тис.2 роки тому
System design is a very discussed topic and is used for system design interviews in big tech companies in FAANG/MAANG. "Scale system from zero to million users" is a very important topic for beginners in system design. This video illustrates concepts of scaling a high-scale system step-by-step from zero to million users. This system design video explains complex concepts and reasoning to scale ...
Insert Awesome Shapes into your website | React Awesome Shapes
Переглядів 6 тис.2 роки тому
React Awesome Shapes is the new Opensource NPM package that we have just released which helps you in creating and inserting amazing colorful shapes into your website. It will not just make your design attractive, it will also improve the user experience better because of its auto responsive nature. Below is the GitHub repository of the project. Please star the repository and like this video. gi...
React Lazy Loading | Infinite Scrolling With React | Ashutosh Hathidara
Переглядів 43 тис.3 роки тому
Lazy loading components in ReactJS are very popular in today's data-driven world. In this video, you will learn lazy loading absolutely any React Component. GitHub Repository: github.com/ashutosh1919/react-lazy-load clsx: www.npmjs.com/package/clsx Follow me on below social media, Discord: discord.gg/GkcbM5bwZr LinkedIn: www.linkedin.com/in/ashutosh1919/ Github: github.com/ashutosh1919 Behance:...
Food Recipe Website using Tailwind CSS, JavaScript & PHP | Ashutosh Hathidara
Переглядів 13 тис.3 роки тому
This video will walk you through creating a beautiful food recipes website with frontend & backend. We have used HTML, CSS, JavaScript, and PHP. GitHub repository: github.com/ashutosh1919/food-lovers Follow me on below social media, Discord: discord.gg/GkcbM5bwZr LinkedIn: www.linkedin.com/in/ashutosh1919/ Github: github.com/ashutosh1919 Behance: www.behance.net/devsense19 Dribble: dribbble.com...
How TensorFlow Works? | Tensorflow Architecture | #tensorflow
Переглядів 8 тис.3 роки тому
How TensorFlow works internally is the question that many ML and AI developers ask very often. In this video, Detailed TensorFlow Architecture is explained step by step. The video gives introduction of TensorFlow, talks about different aspects of Implementation of TensorFlow project, Extensions in TensorFlow that makes it more flexible, How TensorFlow optimizes the execution and the future scop...
Flutter 2 : What's New? | #flutter
Переглядів 1,2 тис.3 роки тому
Today Google released Flutter 2, a massive upgrade to their cross platform visual application development toolset. The big new feature with Flutter are Web apps are now production ready, while Desktop (Linux, Windows and Mac) are in beta. This means in theory you can now write your app once and run it on several different platforms unchanged... never heard that one before right? ;) Follow me on...
Fastify : Complete Crash Course | #backend
Переглядів 5 тис.3 роки тому
Fastify : Complete Crash Course | #backend
3D Toggle Switch in ReactJS for Light & Dark Mode
Переглядів 1,1 тис.3 роки тому
3D Toggle Switch in ReactJS for Light & Dark Mode
Styled Components Tutorial | CSS in JS | #web
Переглядів 8043 роки тому
Styled Components Tutorial | CSS in JS | #web
React Awesome Loaders | Amazing Loading Animations for Websites | #animation
Переглядів 16 тис.3 роки тому
React Awesome Loaders | Amazing Loading Animations for Websites | #animation
Complete Guide on Open Source Contributions | #8 Best Projects to Contribute | #opensource
Переглядів 9234 роки тому
Complete Guide on Open Source Contributions | #8 Best Projects to Contribute | #opensource
Complete Guide on Open Source Contributions | #7 Google Summer of Code ( Proposal ) | #gsoc
Переглядів 7984 роки тому
Complete Guide on Open Source Contributions | #7 Google Summer of Code ( Proposal ) | #gsoc
Complete Guide on Open Source Contributions | #6 Strategy to become Pro at Open Source | #opensource
Переглядів 7304 роки тому
Complete Guide on Open Source Contributions | #6 Strategy to become Pro at Open Source | #opensource
Complete Guide to Open Source Contributions | #5 Pull Requests & Issues | #opensource
Переглядів 8504 роки тому
Complete Guide to Open Source Contributions | #5 Pull Requests & Issues | #opensource
Complete Guide to Open Source Contributions | #4 Git Tutorial Advanced Git commands | #git
Переглядів 9784 роки тому
Complete Guide to Open Source Contributions | #4 Git Tutorial Advanced Git commands | #git
Complete Guide to Open Source Contributions | #3 Git Tutorial (Simple Git Commands) | #git
Переглядів 1,3 тис.4 роки тому
Complete Guide to Open Source Contributions | #3 Git Tutorial (Simple Git Commands) | #git
Complete Guide to Open Source Contributions | #2 Git and GitHub | #git
Переглядів 1,5 тис.4 роки тому
Complete Guide to Open Source Contributions | #2 Git and GitHub | #git
Complete Guide to Open Source Contributions | #1 Introduction to Opensource | #opensource
Переглядів 3,5 тис.4 роки тому
Complete Guide to Open Source Contributions | #1 Introduction to Opensource | #opensource
Best NPM Packages | Most Popular and Used NPM Packages | #npm
Переглядів 2,6 тис.4 роки тому
Best NPM Packages | Most Popular and Used NPM Packages | #npm
UI vs UX | Understand using Practical Example in Under 3 minutes | #ui | #ux
Переглядів 6814 роки тому
UI vs UX | Understand using Practical Example in Under 3 minutes | #ui | #ux
Top Graphic Design Trends | DESIGN MONTAGE JAN 2021 | Inspiration for Graphic Designers | #design
Переглядів 4,1 тис.4 роки тому
Top Graphic Design Trends | DESIGN MONTAGE JAN 2021 | Inspiration for Graphic Designers | #design
Resources to Master Fullstack Development | Best Resources to be Fullstack Developer | #fullstack
Переглядів 2,9 тис.4 роки тому
Resources to Master Fullstack Development | Best Resources to be Fullstack Developer | #fullstack
Glassmorphism Card with 3D hover effect | React Spring | Styled Component | ReactJS | #glassmorphism
Переглядів 8 тис.4 роки тому
Glassmorphism Card with 3D hover effect | React Spring | Styled Component | ReactJS | #glassmorphism
Liquid Swipe Animation in React JS | Liquid Swipe React JS | ReactJS | #swipe
Переглядів 14 тис.4 роки тому
Liquid Swipe Animation in React JS | Liquid Swipe React JS | ReactJS | #swipe
This needs all the views ever, such a good and minimally-abstracted video. I hate when people make videos and it doesn't go into the most obvious blaring questions, like how databases are replicated, where the load balancers are, etc
The answer is in the first line of your comment. This was high level abstract design. We had a plan to dive deeper into db replication algorithms, implementation etc but didn’t even reached at a stage of making since this video didn’t get enough views.
Well explained.
Great contents 🎉
please make more video
System design of perplexity
Content is really good full details
From where i get query for development call ..
Hey
I'm here 4 years later, thank you for this! I love you
Did anyone have trouble with the SVG source code formatting? I pasted it and the text editor did not recognize it
this is really good! now how do I get a million users
When you switch from reading Hegel to programming to only realize that slavery is inescapable.
Completely not responsive. Breaks on screens with >1080p resolution. edit: I found a fix you just need to set for .animation and .animation_layer height of for example 150vh and also adjust the image scaling to fill the monitor eg. background-size: cover then it works great 😁
Would the load balance ever be a bottleneck?
Yes that can be a bottleneck. In practical situations, there are many techniques such that load balancer does not get overwhelmed. But since this was introductory video, we didn’t cover it in this one.
Great video! But how did Russia get to be one of the two locations for the data centers? There would be a significant risk of the servers being hacked, confiscated, your children stolen, and your family murdered. I would go with a different location.
Good one 😄.
Amazing video, simple and best one. thank you!
A great 101 video.. Thanks for sharing
Awesome, one of the best videos I have seen so far... Thank you @DevSense
I've a question here. So what if we make a chat application and then a user from Japan is chatting with another one from India. How would that look like? How would the dbs replicated to make sure the conversation are still real time.
Bro could you tell us how to run this project and how to connect it with the database i have a deadline on nov6 i promise i wont keep this project on my resume please help me bro...
did you figure it out???
Thank you so much❤❤ Love from Hyderabad, Sindh, Pakistan 🇵🇰 💖
Amazing
Thank you very much it was easy to understand
Nice one🤗
One of the best simplified version of a great system architecture for large scale applications.
Excuse me, could you lend a hand with my problem? I have USDT TRX20 stored in my OKX wallet and my phrase (clean party soccer advance audit clean evil finish tonight involve whip action). Could you guide me on how to transfer it to Binance?
It was very helpful thanks for the detailed video
It's Very Informative and also in Easy Language How to Scale system..
How u get this images and how can i cteate those images from any image this layers
The code is opensource. Repository link js given in description
The code is opensource. Link is in the Description
@@DevSense19 am asking about how I make layer of this image
Amazing vídeo. Ty
Hi just learned that this package is out of version but now worries through this command you can properly run the installation using npm: npm i react-awesome-loaders --ignore-scripts and then npm rebuild --verbose sharp
Bro it is a very good website thank you for your help keep contributing to open source buddy !!
For the last point, what about replicating data from Japan to Russia data centre (in case of outage) ?
When there is outage, the reason might be due to power unavailablity, bad weather etc and even if we replicate, it usually takes significant time to synchronise data across data centres.
You got one Subscriber 🎉
presentation skills are excellent
I think i only give thumbs up to 1 in 100 videos i watch on youtube. This was that one. Very well explained.
Nicely explained
Thank you so much for this video, but why no one talk about costs, and how much realtime active users every systems or instances or resourses can handle, no one talk about money and the costs...
Best ever video found on this topic explaination aroung whole youtubw
This video showcases the basics of building an actual production grade model in simple terms. Great explanation, thank you!
Thank You so much , very informative 🙌
This was so helpful, thank you
This is really well explained! Thanks for sharing.
Amazing Video with Great explaination 🙏
high quality content! thanks for sharing it!
Awesome Explanation! Keep it up!
Insightful and concise video. Keep posting the MLSD videos. I have a doubt though, why not use the "type of scenario features" in the beginning along with the discrete( spelling was wrong in the video) features rather than bringing the feature at the end of the architecture?
Thanks for feedback. We didn't mention it earlier for easier understanding.
Can you elaborate on how the embedding is created from sparse features? Or if you have a link I can read from.
We explained it in this video. We initialize embedding table corresponding to each feature. We can tune these embeddings in the table during training.
Loved it. You made it easy & simple to understand.