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Professor Patterns
เข้าร่วมเมื่อ 22 มิ.ย. 2010
Career in Data is your go-to channel for navigating the data science industry and achieving your dream career. We provide practical advice, essential skill-building tips, and career strategies tailored to help you succeed in the world of data.
Mock Interview: Data Engineer [Hiring Manager Conversation]
I interviewed a talented computer science student turned data engineer about her journey into the field and her experiences working with large-scale data projects. In this mock interview, we dive deep into real technical challenges she faced while handling 6 million records, implementing ETL processes, and integrating complex API solutions using Snowflake and Python. She shares valuable insights about database architecture decisions, cloud platform considerations, and practical approaches to common data engineering problems.
We discuss her experience transitioning from university projects to enterprise-level solutions, including a fascinating project where she overcame firewall restrictions using creative cloud-based approaches. Whether you're preparing for data engineering interviews or looking to understand what hiring managers are seeking, this conversation offers practical advice and technical insights that will help you succeed in your career journey.
Key moments:
00:35 - Background and journey into data engineering
02:28 - Discussion of large-scale data project experience
08:50 - Snowflake vs MongoDB comparison
14:07 - Data transformation challenges
15:31 - Database performance optimization
22:02 - Essential advice for aspiring data engineers
24:13 - Honest discussion about interview failures and learning experiences
#DataEngineering #TechInterview #CareerAdvice #DataScience #Programming #SQL #Python #CloudComputing #DatabaseManagement #ETL #Snowflake #MongoDB #SoftwareEngineering #TechCareers #CodingInterview #DataAnalytics #BigData #TechTalks #DataArchitecture #APIs #ComputerScience #TechJobs #CodeNewbie #WomenInTech #TechEducation #CSCareer #DatabaseOptimization #DataPipelines #CloudTechnology #TechTips #CareerGrowth #DataOps #TechIndustry #EngineersLife #DataJobs #ITJobs #TechCareer #ProgrammingLife #DevLife #CodingLife #TechAdvice #TechInterviewPrep #CareerDevelopment #DataEngineeringJobs #LearnToCode #DataMigration #CloudDatabases #DataStrategy #TechSolutions #EngineeringCareers #DataEngineers #APIIntegration #DatabaseDesign #CloudArchitecture #DataTransformation #SoftwareDevelopment #DatabaseEngineering #TechCommunity #DataGovernance #DataInfrastructure #CodingJourney #TechGrowth #DataProfessional #TechSkills #CloudSolutions #DataProcessing #ProgrammerLife #TechLifestyle #InterviewTips #DataEngineers #CloudPlatform #DataManagement #DatabasePerformance #TechInnovation #DataEngineering101 #SQLDevelopment #PythonProgramming #CloudDataEngineering #DataMastery #ETLProcess #TechSuccess #DatabaseOptimization #CloudDatabases #DataPipelines #TechIndustry #BigDataAnalytics #DataArchitecture #CloudInfrastructure #DatabaseTechnology #DataEngineering2024
We discuss her experience transitioning from university projects to enterprise-level solutions, including a fascinating project where she overcame firewall restrictions using creative cloud-based approaches. Whether you're preparing for data engineering interviews or looking to understand what hiring managers are seeking, this conversation offers practical advice and technical insights that will help you succeed in your career journey.
Key moments:
00:35 - Background and journey into data engineering
02:28 - Discussion of large-scale data project experience
08:50 - Snowflake vs MongoDB comparison
14:07 - Data transformation challenges
15:31 - Database performance optimization
22:02 - Essential advice for aspiring data engineers
24:13 - Honest discussion about interview failures and learning experiences
#DataEngineering #TechInterview #CareerAdvice #DataScience #Programming #SQL #Python #CloudComputing #DatabaseManagement #ETL #Snowflake #MongoDB #SoftwareEngineering #TechCareers #CodingInterview #DataAnalytics #BigData #TechTalks #DataArchitecture #APIs #ComputerScience #TechJobs #CodeNewbie #WomenInTech #TechEducation #CSCareer #DatabaseOptimization #DataPipelines #CloudTechnology #TechTips #CareerGrowth #DataOps #TechIndustry #EngineersLife #DataJobs #ITJobs #TechCareer #ProgrammingLife #DevLife #CodingLife #TechAdvice #TechInterviewPrep #CareerDevelopment #DataEngineeringJobs #LearnToCode #DataMigration #CloudDatabases #DataStrategy #TechSolutions #EngineeringCareers #DataEngineers #APIIntegration #DatabaseDesign #CloudArchitecture #DataTransformation #SoftwareDevelopment #DatabaseEngineering #TechCommunity #DataGovernance #DataInfrastructure #CodingJourney #TechGrowth #DataProfessional #TechSkills #CloudSolutions #DataProcessing #ProgrammerLife #TechLifestyle #InterviewTips #DataEngineers #CloudPlatform #DataManagement #DatabasePerformance #TechInnovation #DataEngineering101 #SQLDevelopment #PythonProgramming #CloudDataEngineering #DataMastery #ETLProcess #TechSuccess #DatabaseOptimization #CloudDatabases #DataPipelines #TechIndustry #BigDataAnalytics #DataArchitecture #CloudInfrastructure #DatabaseTechnology #DataEngineering2024
มุมมอง: 6
วีดีโอ
Access EVERY LLM (Claude, OpenAI, DeepSeek) on Open Web UI in 2 Minutes | Complete Guide
มุมมอง 9562 ชั่วโมงที่ผ่านมา
In this comprehensive tutorial, Professor Patterns demonstrates how to unlock access to virtually every major Language Learning Model (LLM) through Open Web UI using OpenRouter integration. This guide eliminates the need for downloading large model weights while maintaining easy access to the latest AI models. 🔑 What You'll Learn: How to set up OpenRouter API integration with Open Web UI Step-b...
![[UPDATED] DeepSeek V3 + Cline Integration: The Ultimate AI Development Setup 2025](http://i.ytimg.com/vi/mpGrPRHP6vE/mqdefault.jpg)
[UPDATED] DeepSeek V3 + Cline Integration: The Ultimate AI Development Setup 2025
มุมมอง 1.1K4 ชั่วโมงที่ผ่านมา
Base URL for DeepSeek V3: api.deepseek.com/v1 In this video, we walk you through an easy step-by-step guide to integrate the DeepSeek V3 model into Cline for faster and more efficient workflows. From setting up your API key to demonstrating how the model outperforms competitors like GPT-4 and Claude 3.5, this tutorial has everything you need to get started. 💡 What You'll Learn: How to generate ...
Open WebUI Channels : v0.5.3 Complete Guide
มุมมอง 6247 ชั่วโมงที่ผ่านมา
Docker Run Command : docker run -d -p 3000:8080 env ENABLE_CHANNELS=true env ENABLE_ADMIN_CHAT_ACCESS=true env BYPASS_MODEL_ACCESS_CONTROL=true -v open-webui:/app/backend/data name open-webui restart always ghcr.io/open-webui/open-webui:main Discover the latest updates in Open Web UI version 0.5.3! In this video, Professor Patterns walks you through the newly introduced Channels section and its...
Run Cline FREE! The Cline Hack Nobody's Talking About (Qwen2.5-coder-tools)
มุมมอง 2117 ชั่วโมงที่ผ่านมา
Video on flappy bird game creation : th-cam.com/video/l6MNl64jjDg/w-d-xo.html In this comprehensive tutorial, we explore a cost-effective approach to AI-assisted development by implementing QWEN 2.5 Coder as a local model within Cline. The video demonstrates how developers can eliminate API costs while maintaining productive AI-assisted coding capabilities. We begin with a practical comparison,...
I gave Claude Access to an Entire Computer, watch what happens! Full Setup and Step-By-Step Tutorial
มุมมอง 437 ชั่วโมงที่ผ่านมา
Cloud Computing Video : th-cam.com/video/bjDQT1LXzs0/w-d-xo.html Github : github.com/anthropics/anthropic-quickstarts/tree/main/computer-use-demo 🔧 Watch How I Gave Claude AI Control of a Computer! In this hands-on tutorial, I'll show you how to set up Claude (Anthropic's AI) with computer access capabilities using Azure Virtual Machine and Docker. First, watch Claude check the weather and atte...
I Switched from VS Code to Cursor and My Development Bills Dropped 90%
มุมมอง 679 ชั่วโมงที่ผ่านมา
In this video, Professor Patterns dives into a head-to-head comparison between two powerful coding tools: VS Code and Cursor. If you’ve been using VS Code with AI-powered assistants like Klein, you might be curious about alternatives. Cursor emerges as a promising competitor with features that closely mimic VS Code while offering unique advantages. Here’s what we cover in this detailed comparis...
Unlock Every AI Model with OpenRouter: DeepSeek-V3, ChatGPT-o1, Anthropic Claude-3.5
มุมมอง 21214 ชั่วโมงที่ผ่านมา
In this comprehensive tutorial, we explore how OpenRouter simplifies the process of managing multiple AI models, including popular ones like DeepSeek-V3, Anthropic, OpenAI, and more, with just one API key and a single URL. We start by introducing the challenges of using multiple APIs from different model providers, such as managing separate links and keys for platforms like OpenAI, Anthropic, a...
DeepSeek V3 + Cline Integration: The Ultimate AI Development Setup 2025
มุมมอง 3.1K14 ชั่วโมงที่ผ่านมา
UPDATED VIDEO : th-cam.com/video/mpGrPRHP6vE/w-d-xo.html Base URL for DeepSeek V3: api.deepseek.com/v1 In this video, we walk you through an easy step-by-step guide to integrate the DeepSeek V3 model into Cline for faster and more efficient workflows. From setting up your API key to demonstrating how the model outperforms competitors like GPT-4 and Claude 3.5, this tutorial has everything you n...
The Future of Advertising: Using Sora & Suno to Create This Stunning Ad
มุมมอง 14314 ชั่วโมงที่ผ่านมา
Transform your marketing strategy with this groundbreaking demonstration of AI-powered video production. In this comprehensive tutorial, Professor Patterns reveals how he created a professional tourism advertisement for Nepal using purely artificial intelligence tools - OpenAI's Sora for video generation and Suno for music composition. Step by step, discover how to craft detailed prompts that g...
Connect VS Code to GitHub: A Step-by-Step Tutorial for Beginners
มุมมอง 7519 ชั่วโมงที่ผ่านมา
🔧 In this step-by-step tutorial, I'll show you how to set up Visual Studio Code (VS Code) with GitHub from absolute scratch. Perfect for complete beginners who have just installed VS Code and created a GitHub account! What you'll learn: How to link VS Code to a local folder Initializing your first Git repository Configuring your Git credentials Connecting VS Code to your GitHub account Creating...
Open WebUI v0.5 Updates Overview
มุมมอง 32421 ชั่วโมงที่ผ่านมา
In this exclusive first look at OpenWebUI version 0.5.0, Professor Patterns takes you through an exciting exploration of groundbreaking features just released. We dive deep into the revolutionary asynchronous chat support that allows you to multitask while your AI works, complete with real-time notifications and sound alerts. Experience the new Discord/Slack-style channels designed for seamless...
I Made an AI Clone of Myself to Beat AI Recruiters at Their Own Game
มุมมอง 26121 ชั่วโมงที่ผ่านมา
🔔 Hit the bell to never miss an upload! In this video, I show you how I created an AI version of myself to handle AI recruiter interviews. With companies increasingly using AI for initial screening calls, I decided to fight fire with fire by developing my own AI interview bot. I'll walk you through the entire process using Open Web UI and Eleven Labs, showing you how to: ✅ Clone your voice usin...
How to Use AI APIs: A Beginner’s Guide to Anthropic, OpenAI, and More
มุมมอง 60วันที่ผ่านมา
In this video, Professor Patterns takes you on an in-depth journey into the world of LLM APIs! 🚀 Learn how to integrate powerful AI tools like Anthropic, OpenAI, Grok Cloud, and Eleven Labs into your own applications. Whether you're building a chatbot, creating a website, or adding text-to-speech features to your platform, this tutorial has got you covered. 🔑 You'll discover: ✅ What APIs are an...
Cline + Continue Tutorial : Build and Improve Your Code Like a Pro!
มุมมอง 217วันที่ผ่านมา
🔥 Supercharge your coding workflow with this game-changing AI combo! In this tutorial, I'll show you how Cline and Continue are revolutionizing the way we write code. Watch how I build a complete machine learning model WITHOUT writing a single line of code! ✨ What you'll learn: Build ML models instantly with Cline Make precise code edits with Continue Set up local development using Ollama Save ...
The Cline VS Code Extension is the BEST No-Code AI Tool
มุมมอง 58414 วันที่ผ่านมา
The Cline VS Code Extension is the BEST No-Code AI Tool
Open Web UI Tutorial: Run LLMs Locally!
มุมมอง 25714 วันที่ผ่านมา
Open Web UI Tutorial: Run LLMs Locally!
What to Actually Expect in Your Data Science Interviews
มุมมอง 1914 วันที่ผ่านมา
What to Actually Expect in Your Data Science Interviews
Master Linux using Azure Virtual Machines: Step-by-Step Guide for Complete Beginners
มุมมอง 1414 วันที่ผ่านมา
Master Linux using Azure Virtual Machines: Step-by-Step Guide for Complete Beginners
Cloud Computing for Beginners: Train AI Models Without Expensive Hardware
มุมมอง 4521 วันที่ผ่านมา
Cloud Computing for Beginners: Train AI Models Without Expensive Hardware
Visual Studio Code for Data Science: Complete Setup Guide (2025)
มุมมอง 9521 วันที่ผ่านมา
Visual Studio Code for Data Science: Complete Setup Guide (2025)
Complete Data Science Salary Guide & Job Requirements (2025)
มุมมอง 3521 วันที่ผ่านมา
Complete Data Science Salary Guide & Job Requirements (2025)
Data Science Role in 2025: What You ACTUALLY Need to Know (Complete Beginners Guide)
มุมมอง 2721 วันที่ผ่านมา
Data Science Role in 2025: What You ACTUALLY Need to Know (Complete Beginners Guide)
What's the difference between a Data Scientist, Data Engineer, and Data Analyst?
มุมมอง 3521 วันที่ผ่านมา
What's the difference between a Data Scientist, Data Engineer, and Data Analyst?
Understanding AI Jobs: Different Requirements and Responsibilities
มุมมอง 1221 วันที่ผ่านมา
Understanding AI Jobs: Different Requirements and Responsibilities
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Is there any 200k model? Since OpenRouter removed all the 200k model I'm desperate to find such models. Usually I use claude sonnet 200k on poe, but this costs me 10$ each month...
Why would you need a 200k context length?
thanks.
adorei o vídeo! A forma como você explicou os conceitos foi muito clara e envolvente. Mal posso esperar para ver mais conteúdos assim. Continue o ótimo trabalho!
Thanks for the kind words! I'm glad you enjoyed it!
Can it be used while working on WSL in VS
Yep! Should work fine. Let me know if you run into any issues!
@professorpatterns worked fine. Gpu could not hold the pressure. working with the starcoder2 😅
Wish you a Happy New Year Amish
Happy new year man!
I’d really like to see how to implement multiple LLM’s chatting to each other. This would be great for synthetic dataset creation for fine tuning a model, especially if the “Bots” have RAG.
I got that as a weekend project
tnx a lottt
Of course! Let me know if you'd like me to make videos on any other topics!
had no idea about that github pages thing
Thanks!!!
Welcome!
Thanks Professor partterns. Your tutorial made a non-techie like me to be able to follow. It is awesome. Could you go more deeply into branches and commit branches? Those github jagons. Really want to understand them.
@@somadinafanz6568 For sure! They make everything sound so difficult with those jargon, but it’s actually quite simple. Would be a pleasure to make a video describing those terms. :)
Aftet this we can somehow use on WhatsApp ?
For sure! It could work. Maybe. Lol let me take a look!
@@professorpatterns I'd be interested in this also, ty
Thank you, everything worked great!
Glad it worked! What are you going to use it to build?
You should try using Traycer instead of Cline. It’s better with tokens and works better for planning a task before implementing.
Thanks. Nice to know.
CLINE IS THE BEST!
i first needed to instal jupyter extension in kernel path..
also didn't instaled the sql .. cool features! nice class Professor !!
Ahh maybe I should have started with a completely fresh copy of VS Code. Thanks for the tip!
wooow great opportunities there
finally got to the first of a marathon
You made it! You get a special channel award :)
Can't wait to live in the grimm note's dysthopic near future 😅
that was really amazing!
such a direct prompt !! "unhs and ohs " haha funny
this webui is for those without vscode, right?
Yes! It’s for running LLMs locally: th-cam.com/video/NO_I_2BqXa4/w-d-xo.htmlsi=Zev16CEpYWaFoXJV
good luck from Brazil!
this was the Best till now!
Thank you so much! :)
you made my first answer ever on yt :) superfan
nice github tip
@@hako_ludoc Thanks! If you haven’t watched the video on VSCode + Github, I recommend it: th-cam.com/video/0kb0zA_Igx4/w-d-xo.htmlsi=I4csLAySnJQpbNHT
Great video, thanks for making this content
Glad you found it helpful!
Nice vid
Thanks Sriram!
Hello Amish, I have been following Digitalbrainbase but have not seen your videos recently and then you have appeared here suddenly. Good to see you back. Your videos are crisp and clear. I am a complete noob but has now got Local LLM up and running on MacBook Air M1 8GB. Thank you.
Hey Sriram! Yes, I have started posting on this channel! :)