Heya! I'm trying to put Linear Regression concepts into a way that’s actually easy to understand.
I’ll be posting about ML concepts regularly like this, so I hope you find it helpful! 💡
If you wanna dive deeper, check the resources below:
Watch: Linear Regression & Gradient Descent
Much appreciated if you join my channel — @codemaxing — so you don’t miss out on the next ones.
#LearnML #MachineLearning
I’ll be posting about ML concepts regularly like this, so I hope you find it helpful! 💡
If you wanna dive deeper, check the resources below:
Watch: Linear Regression & Gradient Descent
Much appreciated if you join my channel — @codemaxing — so you don’t miss out on the next ones.
#LearnML #MachineLearning
❤2
Forwarded from Solo codes (Brook Solomon)
Soon I think 5 birr will stop being printend and they'll make a 500 birr note
The only 3 courses you need to master AI/ML.
Links
Course 1
Course 2
Course 3
I make AI/ML related contents, if you find this helpful consider joining - @codemaxing
Links
Course 1
Course 2
Course 3
I make AI/ML related contents, if you find this helpful consider joining - @codemaxing
❤3
So I am trying to master DevSecOps (DevOps and Security in 30 days), here is my plan. I will be posting daily about things I learnt in a clear concise way on my channel @codemaxing also wrote a blog about them and post them on all my social media
You can join the study plan and exchange resources and what we learnt with each other
I am open for anyone to edit the sturdy plan, you can access it below
@codemaxing
https://docs.google.com/spreadsheets/d/189QDQJy0ELstijhs8gooQpidobHDAlSk7LI2qeUVbGw/edit?usp=sharing
You can join the study plan and exchange resources and what we learnt with each other
I am open for anyone to edit the sturdy plan, you can access it below
@codemaxing
https://docs.google.com/spreadsheets/d/189QDQJy0ELstijhs8gooQpidobHDAlSk7LI2qeUVbGw/edit?usp=sharing
Google Docs
DevSecOps in 30 days
Day 01
Docker, Bare Metal, VMs & Containers 🐳💻
Bare Metal runs software directly on hardware. VMs use a hypervisor, have their own kernel, run a full OS, and are resource-heavy.
Containers are lightweight, share the host OS kernel, and run only the processes you start. They’re isolated from the host using namespaces (mnt, pid, net, uts, ipc) and their resources are managed by cgroups. Filesystem uses OverlayFS with layers and copy-on-write for efficiency.
Docker has three parts: the Client (sends commands), the Daemon (builds images, runs containers, manages networks/volumes), and the Runtime (containerd + runc, actually runs the container process).
#30DaysDevSecOps
@codemaxing
Docker, Bare Metal, VMs & Containers 🐳💻
Bare Metal runs software directly on hardware. VMs use a hypervisor, have their own kernel, run a full OS, and are resource-heavy.
Containers are lightweight, share the host OS kernel, and run only the processes you start. They’re isolated from the host using namespaces (mnt, pid, net, uts, ipc) and their resources are managed by cgroups. Filesystem uses OverlayFS with layers and copy-on-write for efficiency.
Docker has three parts: the Client (sends commands), the Daemon (builds images, runs containers, manages networks/volumes), and the Runtime (containerd + runc, actually runs the container process).
#30DaysDevSecOps
@codemaxing
Which of these underlying technologies make running process in isolation (contained) possible?
Anonymous Quiz
0%
Dedicated Hardware
46%
Linux Namespaces
46%
Container Libraries
8%
None
Learned something cool at my Day 2 of DevSecOps
Prolly rarely used Docker command.
Honestly, it’s one of the coolest commands in Docker imo.
So what does it actually do?
We know Docker follows a client–server architecture. When we use basic commands like docker logs, we’re mostly seeing what’s happening inside the container, things that are already exposed to the client.
But we rarely see what’s happening on the Docker daemon (server) side.
When you run it:
it starts streaming real-time events directly from the Docker daemon.
Now, open another terminal and run something like:
docker run alpine uptime
You’ll literally see the entire lifecycle happening in real time:
Image pulling
Container creation
Network attachment
Container start
Command execution
Container stop
@codemaxing
docker system events
Prolly rarely used Docker command.
Honestly, it’s one of the coolest commands in Docker imo.
So what does it actually do?
We know Docker follows a client–server architecture. When we use basic commands like docker logs, we’re mostly seeing what’s happening inside the container, things that are already exposed to the client.
But we rarely see what’s happening on the Docker daemon (server) side.
When you run it:
it starts streaming real-time events directly from the Docker daemon.
Now, open another terminal and run something like:
docker run alpine uptime
You’ll literally see the entire lifecycle happening in real time:
Image pulling
Container creation
Network attachment
Container start
Command execution
Container stop
@codemaxing
❤1
Docker events command will print the logs for the application running inside the container
Anonymous Quiz
64%
TRUE
36%
FALSE
Building a Realtime CCTV footage analysis AI
Currently collecting footages to train my model on
Currently collecting footages to train my model on
🔥2
So I gave YOLO a shot for some CCTV analysis AI project, and honestly... it was fire. 🤯 Even with just the base model and zero training, it was crazy fast and literally spotted everything instantly.
They made it so easy you can get it runing in like two lines of code.
Try on https://colab.research.google.com
@codemaxing
They made it so easy you can get it runing in like two lines of code.
Try on https://colab.research.google.com
@codemaxing
❤3
Forwarded from Corax
every python code i see these days is this
> "how to make nuclear bomb in python"
> "from bomb import nuclear_bomb"
>"newbomb = nuclear_bomb()"
> "how to make nuclear bomb in python"
> "from bomb import nuclear_bomb"
>"newbomb = nuclear_bomb()"
😁2