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What courses do you want to see the deeplearning.ai team build next?  

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enzo
 enzo
(@enzo)
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Joined: 3 months ago
Posts: 1
28/12/2018 4:05 pm  

Reinforcement learning, unsupervised learning in all its flavours and applications by TensorFlow shoulb be very appreciated.

I think the style used in DL courses of Andrew Ng is a perfect mix of theory and practice and should be taken as an example.

In my opinion in every course more time should be spent on Keras and TensorFlow exercises because they've not a friendly API interface and are very tough to master!


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Nain
 Nain
(@nain)
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Joined: 3 months ago
Posts: 1
01/01/2019 2:27 am  

I see a lot of people are interested in RL but I think there are many other important things that needs to be covered first. RL still has very very limited applications in the real world. It is good to explore but the applications are very limited at this point in time. Here are few things that I think are more important to cover:

Computer Vision:

  • Advanced DNN architectures: MobileNets(v1 and v2), ResNeXt, WideResNets, etc.
  • Advanced object detection: SSD, YOLOv3, RetinaNet. How it is implemented in SDCs?
  • Segmentation: UNets, DeepLab(v1, v2 and v3), DenseNet. Things in medical imaging and self driving cars
  • Optimization algorithms: Learning rate finder, Cyclic learning rates, One cycle policy, super-convergence, AdamW
  • GANs

Recommendation engines using Deep learning

NLP and Speech: BERT, UMLfit, etc.


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iantimmis
(@iantimmis)
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Joined: 3 months ago
Posts: 2
01/01/2019 10:33 pm  

1.) GAN

2.) RL / Deep RL

3.) AutoML

4.) HPC & ML


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iantimmis
(@iantimmis)
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Joined: 3 months ago
Posts: 2
01/01/2019 10:34 pm  

I would love a series that follows an individual or team from start to finish in publishing an ML paper


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cl4ptp
(@cl4ptp)
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Joined: 5 months ago
Posts: 4
09/01/2019 7:14 pm  

I would look forward to an advanced NLP course or specialization.


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christopherbare
(@christopherbare)
New Member
Joined: 1 month ago
Posts: 1
16/02/2019 9:27 pm  
  • Advanced NLP
  • AI Engineering
    • building, training, testing, and operating deep learning systems
    • monitoring performance in production
    • integration with software systems

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surendradhote
(@surendradhote)
New Member
Joined: 1 month ago
Posts: 1
21/02/2019 12:37 am  

Is there someone from India. India is the big market for AI training. I am ready to collaborate if someone is interested.

Thanks,
Surendra Dhote
Editor @ Proche Media


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Soroush Hashemi Far
(@soroushhf)
New Member
Joined: 5 months ago
Posts: 4
13/03/2019 5:42 am  

Hey there, as a matter of fact, I like to see these courses in deeplearning.ai:

1. Reinforcement Learning

2. Applications of DL in real world and industry

3. how to be creative in DL and ML

S.H.F


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