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The Complete Machine Learning Roadmap [2024]

Go from zero to a machine learning engineer in 12 months. This step-by-step roadmap covers the essential skills you must learn to become a machine learning engineer in 2024.

Download the FREE roadmap PDF here: https://mosh.link/machine-learning-roadmap

✋ Stay connected

– Complete courses: https://codewithmosh.com
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🔗 Other roadmaps


📚 Tutorials




📖 Chapters

00:00 – Introduction
00:20 – Programming Languages
00:42 – Version Control
01:03 – Data Structures & Algorithms
01:35 – SQL
01:55 – The Complete Roadmap PDF
02:19 – Mathematics & Statistics
02:40 – Data Handling
03:15 – Machine Learning Fundamentals
03:57 – Advanced Topics
04:28 – Model Deployment

#machinelearning #ai #datascience #coding #programming

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by Programming with Mosh

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31 thoughts on “The Complete Machine Learning Roadmap [2024]”

  • I did tried the data science and ML route for a while but not my Cup of tea, its boring tbh. In addition one con that i see with ML and Data Science is that it can't be freelanced and sold as a skill like in enterprise software development. With Software development you can build digital products and sell them while with Machine learning jobs ypu usually have to be on site and no company would share their data remotely or as a freelance Project.

  • Jah bless, lol accidentaly I learned statistics in university because I studied a social science, didn't finished because I was into programming because I discovered it after 2021 finals and I entered in 201 university. And I have been all this time learning programming, data, sql, algorithms, math because I like math too much, I love more programming and I realise math is just programming but with more simbols and less abstraction or more abstraction? xd So lol I just need to understand how to graphic data and then I can dive into machine learning, thank you for the helping hand, ai is pretty complex field

  • What's the salary for someone with all this knowledge? I want to know if it's worth venturing into this field.

  • This is for me. your way of Explanation is super amazing . By following this amazing road map, I will be an AI Engineer After three Years (from non-IT and at the age of 37)!!! I am from ETHIOPIA. this is my dream. Thank you Mr. Mosh.

  • Hey Mosh love your all videos…Please make a roadmap video on data scientist in 2024.. please please

  • Hi, Thanks for sharing ML roadmap. Do you have foundation courses on these topics and tools on your site? If yes plz share list.

  • Hey everyone, does anyone know where I can find more PDF materials from Mosh? That would be super helpful.

  • Really great content! Keep it up!! 👍

    I have a question…..I have learnt the ML models and in the next semester, I'll be enrolling in the deep learning course but I don't know how to create end to end products in ML? I mean if I train a model, what type of software or app do I need to make to allow the business developers or other potential clients to enter data and use the pre trained model to get predictions? Plz suggest?
    Should I learn flutter to make apps that use my models? What steps will be involved?

  • Hi Mosh, I am your subscriber till you are in 1k subscribers….I learned so much from your channel….. Love from INDIA🇮🇳…. Now I become an another mosh in my country😊….Love INDIA LOVE Mosh

  • hello mosh, could you also create roadmap for data engineers as well. thank you.

  • I am currently a final year mechanical engineering student, is it a good idea to get into this field and what about the pay, is it high paying?

  • Thank you mosh for this video. Please create video for AI and deep learning roadmap also.

  • Hi @programmingwithmosh should I learn C for the Machine Learning Engineer job

  • 3 month in calculus algebra statistics and probabilities ☠☠

  • pretty good idea but I would recommend giving it your all. Read books ,go for paid courses, watch youtube videos. I started my journey 5 months ago but everyday there is something to learn in ML. There is still OLS which performs better when it comes linear regression modules han scikit-learn. There is still time series to learn,most of the data is collected over time,on a daily basis,monthly,yearly and so on. Download datasets from Kaggle and UCI to practice even more ,give it your all!!! Code,be consistent and all the best.

  • We love you Mosh❤. You are the best teacher for me and my team.🫡 Will you make machine learning courses, that would be great if you do. If Mosh has it we won't bother searching elsewhere.

Comments are closed.