Path advice seeking

I started the “TensorFlow Data and Deployment specialization” and i am currently in week 1 course 1. i discovered that i have to take other courses before this one but i don’t know in what order! In what order should i take the DeepLearning.Ai courses ? what should i start with first!
( i took the ML and DL and Math specializations)

@Alaa_Sweed Since you’ve already taken the Machine Learning (ML), Deep Learning (DL), and Mathematics specializations, you’re well-prepared for TensorFlow-related courses. However, the “TensorFlow Data and Deployment” specialization is more advanced (as it is an Intermediate level and require Recommended experience as mention in the course) but since you have already familiar with this concept. What I can suggest is that brush up all your learning which you have done in above courses and try to follow some books which focus on TensorFlow.

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Okay seems reasonable, do you recommend any specific books that don’t need much time to finish since my schedule is crowded these days…, and from your advice, what course about TensorFlow should i start first?

Thank you for your time and patience ! :folded_hands:

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@Alaa_Sweed You may find these two books suitable for your needs:

  • Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow – Aurélien Géron
  • Deep Learning with Python – François Chollet

Additionally, you can explore other relevant resources based on your interests.

On another note, could you specify the exact courses you have completed previously? While you mentioned specializations in Machine Learning (ML), Deep Learning (DL), and Mathematics, knowing the specific courses will help us provide more tailored recommendations.

With Regards
Dr. Prashant

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@Alaa_Sweed

Start with

TensorFlow developer professional, then you can probably go back to this course specialisation you took.

then take tensorflow advanced

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Thank you for the Book recommendations!
As for the specific courses, if i understand your question correctly, the courses i took are the ones in the specializations i mentioned, being:
Deep Learning Specialization:

  • Neural Networks and Deep
    Learning
  • Improving Deep Neural
    Networks: Hyperparameter
    Tuning, Regularization and
    Optimization
  • Structuring Machine
    Learning Projects
  • Convolutional Neural
    Networks
  • Sequence Models

ML Specialization:

  • Supervised Machine
    Learning: Regression and
    Classification
  • Advanced Learning
    Algorithms
  • Unsupervised Learning,
    Recommenders,
    Reinforcement Learning

Mathematics for ML and DA:

  • Linear Algebra for Machine
    Learning and Data Science
  • Calculus for Machine
    Learning and Data Science
  • Probability & Statistics for
    Machine Learning & Data
    Science
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Alright i will take this curriculum then, i appreciate your time, Thank you very much :folded_hands:

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I would say in terms of ML/DL/Math, you’re in great shape.

I suspect where you struggled is the javascript syntax. Other courses you took were probably all taught in Python.

I will recommend taking any free Javascript course to familiriaze yourself with the syntax. I would also recomment HTML/CSS. They are very very easy compared to the ML and DL you finished. I just watched Brocode on youtube. He has lessons for JS, HTML, and CSS. That would put you in great shape.

I finished the DL and currently I am taking Tensorflow Developer specialization and This specialization. I am almost finished with the first course of this specialization and starting the third on the developer…

I plan to take in this order:
TF advanced and NLP specializaiton
AI for medicine and Generative specialization
Finally data engineering specialization.

This is overkill so you don’t need to take these for a career path. I do these as hobby. Hope this helps.

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You’re correct, it was the JavaScript, i currently took the advice above and started with the TensorFlow Developer. I get you completely with you wanting to take all those courses, because this is literally what i am also doing and with the same order too, i guess you’re either a collector or a perfectionist! In any case, thank you for the advice, and good luck with your ambitious learning journey, colleague.

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Thank you, I wish the same for you too. Let me know if you will like to study together, I would love that!