How to become a ML & AI Engineer | Machine Learning and AI Roadmap

Roadmap: bit.ly/MachineLearningAndAIRo...
🎬 Timestamps ⏱️
0:00 Intro
0:43 Fundamentals
2:15 Problem solving
6:26 Software skills
8:44 Specialization
12:16 Mathematics
14:09 Projects
15:28 Outro
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#machinelearning #machinelearningroadmap #ai #python

[@ComputerVisionEngineer]

Try my premium courses! 😃🙌😊 ● End-To-End Computer Vision: Build and Deploy a Video Summarization API bit.ly/3tyQX0M ● Hands-On Computer Vision in the Cloud: Building an AWS-based Real Time Number Plate Recognition System bit.ly/3RXrE1Y ● Machine Learning Entrepreneur: How to start your entrepreneurial journey as a freelancer and content creator bit.ly/4bFLeaC All my premium courses are available to the Computer Vision Experts in my Patreon. 😉 www.patreon.com/ComputerVisionEngineer

[@StaMariaRock]

Hombre, que bestia! lo que ha crecido tu canal, gracias por tanto contenido y siempre de calidad.

[@ComputerVisionEngineer]

Gracias por tu apoyo! 😃💪

[@NIXO3D]

Thank you so much, I'm learning lots of problem solving topics from your videos. You explain everything very clearly and make everything look so easy. Thank you so much again. YOU ARE THE BEST .

[@ComputerVisionEngineer]

Thank you for your support! 😊🙌

[@suphotnarapong355]

Thank you

[@alirezaghasrimanesh2431]

helpful!

[@neharneharimran5990]

"Wow, I'm truly glad I stumbled upon this KZbin channel! If I hadn't, I would've missed out on so much valuable content. 🙌"

[@ComputerVisionEngineer]

Thank you! Glad you find the content helpful! 😃🙌

[@Mamunur-illini]

Thanks

[@ComputerVisionEngineer]

Thank you for your support! 🙂🙌

[@user-rl5vc2cd1l]

I want to know that how can i operate a relay with yolov8 object detection when human or car is detected the relay should operate .....how can i get this code running...please help out

[@ComputerVisionEngineer]

Hi, what do you mean with 'operate a relay with yolov8 object detection'?

[@harshit_ai]

Could you make a video on understanding YOLOv graphs and matrices?

[@ComputerVisionEngineer]

Hi, what matrices are you referring to?

[@harshit_ai]

Confusion Matrix and all those graphs, to evaluate or understand the model better

[@shivanshsingh8945]

Which specialization do you think will grow more ? CV or NLP? I know both have their own usecases but in general I am asking.

[@ComputerVisionEngineer]

I think NLP and robotics will grow more

[@rohanshah8129]

So what about computer vision engineers once with NLP we can solve tasks of computer vision too in the upcoming future?

[@ComputerVisionEngineer]

​@@rohanshah8129 do you mean what will happen once we are able to solve computer vision problems by having a conversation in natural language with a bot? it is a similar situation with all areas of software development. I think chatgpt-like technologies will make our lives easier, but we still need to know what is going on under the hood of large language models. So most likely we will use llms as tools to build our projects faster and more efficiently. 💪💪

[@rohanshah8129]

@@ComputerVisionEngineer so mastering field of CV will be fine for future?

[@ComputerVisionEngineer]

@@rohanshah8129 While it's impossible to predict the future, I do think it will be fine.

[@uniqx-ai]

how I can contact you privately? I have important project for institution here.

[@zephyrus1333]

Hey, im intrested computer vision engineer. And im learned already ML, Deep Learning and still learning every day a new topic. May ask without bachleor degree a person can find job as computer vision engineer

[@ComputerVisionEngineer]

Yeah I think it is possible.

[@Awesome-con]

thanks, i am a final year student in mechanical engineering and am looking for a good project in ai and machine learning, i have strong background in the fundamental, and one problem solving in object detection, am good in opencv, yolov8 thanks your videos, pytorch, and tensorflow, my aim is to go into computer vision, natural language processing, data science and robotics. but am looking a good project to give for my final year school project. Do you have anyone in mind for me? anyone you tell me do i will start immediately. but i am really struggling in the part of tensorflow and tensorflow.js it's giving headaches, can you do some tutorials on that aswell. thank you once again, i look up to you as my tutor in AI and ML.

[@ComputerVisionEngineer]

Hi, thank you for your support! it is hard to say only one project 🤔, take a look at the projects in the roadmap, I am sure you will find something there that meets your needs! I will try to do a video on tensorflow and tensorflow js. 🙌

[@Awesome-con]

thanks@@ComputerVisionEngineer

[@satypk8664]

​@@ComputerVisionEngineerthe full courses you mention are urs or by someone else?

[@ComputerVisionEngineer]

@@satypk8664 some of the courses I mention are from my youtube channel, and other courses are from other creators also available in youtube

[@satypk8664]

You missed reinforcement learning

[@ComputerVisionEngineer]

Yeah, missed reinforcement learning, AI is so huge, I will update the roadmap soon. 🙌

[@satypk8664]

@@ComputerVisionEngineer kindly make a video for autonomous vehicles also . Huge scope of computer vision and AI