AI & ML Roadmap – Complete Roadmap for Machine Learning + PDF Download📜

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Download the Roadmap PDF: https://cwh-full-next-space.fra1.cdn.digitaloceanspaces.com/YouTube/ML%20Roadmap.pdf

Advance your career in Artificial Intelligence with Simplilearn’s Artificial Intelligence Engineer Program: https://www.simplilearn.com/masters-in-artificial-intelligence?utm_source=youtube&utm_medium=influencer&utm_campaign=influencer-India-Data-AIEngineer-codeharry

TimeStamps:
00:00 – Introduction to Machine Learning and AI
00:15 – Importance of Machine Learning and AI in India
00:52 – The Need for Machine Learning and AI
01:21 – The Role of Degrees in AI and Machine Learning
01:57 – Step-by-step Guide to Learning Machine Learning
03:58 – Recommended Books for Learning Machine Learning
03:58 – Final Tips for Learning Machine Learning
04:56 – The Role of Courses and Cohorts in Learning AI and Machine Learning
05:03 – Paid Course
07:21 – Conclusion

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42 thoughts on “AI & ML Roadmap – Complete Roadmap for Machine Learning + PDF Download📜”

  2. @saarza9991

    Roadmap for AI/ML:

    1) Python basics
    2) TensorFlow or PyTorch (used for implementing ML algorithms)
    3) Numpy basics (just quick start from its docs to get idea of an ndarray)
    4) Pandas basics (able to manipulate csv file data)
    Note: can use Python for Data Analysis book by Wes McKinney for numpy and pandas
    5) Statistics and Linear Algebra (refer to notes of Queen Mary research)
    6) Probability (refer to probability and statistics in engineering book by William Hines, no need to read this entirely, just use as reference when required)
    7) Linear Regression and Gradient Descent
    8) All alhorithms under supervised learning and unsupervised learning (use Mining of Massive Datasets book by Jure Leskovec)
    9) learn Clustering and implement using Scikit-Learn
    10) Use hands on machine learning with scikit learn, keras and tensorflow book by Aurelien Geron

    Reply
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  17. @Devpatel-pq7vn

    Respected harry sir,

    Can you please make a full course of Artificial Intelligence covering Machine learning and Deep learning.

    If possible then please make it that covers basic to advanced topics and also MNC level projects.

    Thank you sir for reading.

    Reply
  27. @Infontinuous-e7k

    Myth: "You need an Nvidia GPU for machine learning"

    Reality: This is not true, especially for jobbers or freelancers who work in machine learning and even deep learning. Actually, sometimes, models are too large that even an RTX 4090 or a Quadro is small for large AI models. It may be problematic if you're a jobber, but generally, almost 70% of the work is done on the company's own systems, not yours. For freelance ML engineers, there are cloud-based solutions available.

    Reply
  32. @ShivaniSharma-h7g

    As a student, I must say that this video is a gold mine for students. I myself am learning AI/ML at moonpreneur and it is such a great field to explore. All the details he has shared are truly awesome. My best best wishes to everyone who is starting their machine learning journey!!

    Reply

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