Analytics Camp

Just in case you missed it, I released a very important video about the innovative design of DeepSeek v4 model that is published recently. I broke down the architecture in simple terms so you don't have any excuse not to watch it :) and don't forget your likes and comments: https://youtu.be/fbd6W_QIlVM

DeepSeek v4 Insane Model Architecture Fully Explained in Just 10 Minutes!

The paper reference and links in the YT video description box.

#ai #deepseek #deepseekai #llm #genai

Skip the Carousel

1 2 3

1 day ago | [YT] | 4

Analytics Camp

𝗟𝗲𝗮𝗿𝗻 𝗧𝗵𝗲 𝗖𝗼𝗿𝗲 𝗖𝗼𝗻𝗰𝗲𝗽𝘁𝘀 𝗼𝗳 𝗡𝗲𝘂𝗿𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀 𝗥𝗲𝗮𝗹𝗹𝘆 𝗪𝗲𝗹𝗹 𝗛𝗲𝗿𝗲:

AI can feel very difficult until you get your head around a few fundamental concepts. I’ve identified five key areas that usually trip people up when they are starting out. Once you understand these, the rest of the field starts to make a lot more sense. I’ve broken them down in this video: https://youtu.be/ShAquojMCxk

#NeuralNetworks #AI #TechEducation #MachineLearning #beginner

2 days ago | [YT] | 2

Analytics Camp

𝗛𝗼𝘄 𝗗𝗼𝗲𝘀 𝗔𝗜 𝗨𝗻𝗱𝗲𝗿𝘀𝘁𝗮𝗻𝗱 𝗟𝗮𝗻𝗴𝘂𝗮𝗴𝗲?
Have you ever wondered how a computer actually "reads" words? It all comes down to word embeddings, which are basically just lists of numbers that represent meanings. It is a clever system, and understanding it helps you see the limitations of these models. I’ve made a ten-minute guide to how this works: https://youtu.be/Wd3p8ngfweE

#NLP #AI #WordEmbeddings #MachineLearning #NeuralNetworks

Skip the Carousel

1 2

4 days ago | [YT] | 5

Analytics Camp

𝗪𝗲𝗶𝗴𝗵𝘁𝘀 𝗮𝗻𝗱 𝗕𝗶𝗮𝘀𝗲𝘀 𝗶𝗻 𝗡𝗲𝘂𝗿𝗮𝗹 𝗡𝗲𝘁𝘄𝗼𝗿𝗸𝘀 𝗦𝗶𝗺𝗽𝗹𝗶𝗳𝗶𝗲𝗱 𝘁𝗼 𝗠𝗮𝘅 𝗟𝗲𝘃𝗲𝗹!

I think it is important to understand the basics of how AI actually learns. Terms like "weights and biases" are thrown around a lot, but they aren't as complicated as they sound. I’ve tried to explain them in just five minutes without using too much jargon. Having this foundation makes it much easier to understand why a model might be failing. Watch the explanation here: https://youtu.be/nEt5_8V_wpY

#NeuralNetworks #AI #DeepLearning #TechExplained #weights #wnb

6 days ago | [YT] | 3

Analytics Camp

𝗔𝗜 𝗔𝗴𝗲𝗻𝘁 𝗦𝘆𝘀𝘁𝗲𝗺𝘀 𝗧𝗵𝗮𝘁 𝗔𝗰𝘁𝘂𝗮𝗹𝗹𝘆 𝗪𝗼𝗿𝗸
There are a lot of demos out there that look great but fail in the real world. I’ve put together a list of ten agent systems that I have actually found useful. I’ve focused on workflows that produce consistent results rather than just flashy tricks. The last one on the list is a personal favourite of mine. You can see the full list here: https://youtu.be/kK-LqkZlqOE

#AIAgents #Productivity #TechReview #AIWorkflows #Automation

1 week ago | [YT] | 5

Analytics Camp

𝗔 𝗬𝗲𝗮𝗿 𝗼𝗳 𝗦𝘁𝘂𝗱𝘆𝗶𝗻𝗴 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀
I have spent the last year diving deep into AI agents to see what actually works. It is easy to get lost in the marketing, so I wanted to provide a realistic look at the field. I’ve condensed a year’s worth of learning into a 17-minute crash course. If you want to skip the trial and error, this is for you: https://youtu.be/o0aNVriTMLI

#AIAgents #TechEducation #AI #Programming #CrashCourse

Skip the Carousel

1 2

1 week ago | [YT] | 3

Analytics Camp

𝗟𝗲𝘀𝘀𝗼𝗻𝘀 𝗳𝗿𝗼𝗺 𝗔𝗜 𝗘𝗻𝗴𝗶𝗻𝗲𝗲𝗿𝗶𝗻𝗴
I recently finished reading a great book on AI engineering and it changed how I think about building agent systems. There are a few specific skills that can really put you ahead of the crowd. It is less about following the hype and more about understanding the core principles of how these systems scale. I’ve summarised the key lessons for you here: https://youtu.be/ddUXjJxlpk4

#AI #AIAgents #Engineering #Learning #TechBooks #SkillBuilding

Skip the Carousel

1 2

1 week ago | [YT] | 3

Analytics Camp

𝗧𝗵𝗲 𝗦𝗵𝗶𝗳𝘁 𝘁𝗼 𝗦𝗲𝗹𝗳-𝗘𝘃𝗼𝗹𝘃𝗶𝗻𝗴 𝗔𝗜 𝗔𝗴𝗲𝗻𝘁𝘀
’ve noticed a shift away from standard protocols like MCP toward agents that can evolve on their own. These systems are becoming much better at solving problems without constant human input. It is a significant step, but it also means we need better ways to monitor what they are doing. I think the results they are getting are quite impressive. I’ve explained why this is crushing older methods here: https://youtu.be/SMehf7xT0vc

#AIAgents #MachineLearning #TechInnovation #AIEngineering #Coding

2 weeks ago | [YT] | 3

Analytics Camp

𝗦𝗸𝗶𝗹𝗹𝘀 𝗳𝗼𝗿 𝘁𝗵𝗲 "𝗦𝗼𝗳𝘁𝘄𝗮𝗿𝗲 𝟯.𝟬" 𝗘𝗿𝗮
The way we build software is changing because of AI; what is being called "Software 3.0," where engineering is more about managing agents than writing every line of code. It is a different skill set that focuses more on architecture and logic. If you are looking to stay relevant in the job market, these are the skills I would suggest focusing on. I shared some thoughts on why this pays so well in the years to come: https://youtu.be/HpAQtA0I98I

#SoftwareEngineering #CareerAdvice #AIAgents #TechJobs #FutureOfWork

2 weeks ago | [YT] | 5

Analytics Camp

𝗔𝗜 𝗶𝗻 𝗬𝗼𝘂𝗿 𝗢𝗽𝗲𝗿𝗮𝘁𝗶𝗻𝗴 𝗦𝘆𝘀𝘁𝗲𝗺
We are starting to see LLMs move deeper into our operating systems; not just having a chatbot on your desktop, but also the AI having the ability to see and interact with your files and apps. It could make us much more productive, but it also opens up some massive privacy risks. I think we should be very careful about what permissions we grant these systems. I’ve looked at how this is happening recently: https://youtu.be/fec4hH1H72Q

#AI #Windows #MacOS #linux #Privacy #TechNews #LLMOps

2 weeks ago | [YT] | 7