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Applied AI with DeepLearning

Applied AI with DeepLearning

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8.6/10 (Our Score)
Product is rated as #40 in category Artificial Intelligence

>>> By enrolling in this course you agree to the End User License Agreement as set out in the FAQ. Once enrolled you can access the license in the Resources area <<< This course, Applied Artificial Intelligence with DeepLearning, is part of the IBM Advanced Data Science Certificate which IBM is currently creating and gives you easy access to the invaluable insights into Deep Learning models used by experts in Natural Language Processing, Computer Vision, Time Series Analysis, and many other disciplines. We'll learn about the fundamentals of Linear Algebra and Neural Networks. Then we introduce the most popular DeepLearning Frameworks like Keras, TensorFlow, PyTorch, DeepLearning4J and Apache SystemML. Keras and TensorFlow are making up the greatest portion of this course. We learn about Anomaly Detection, Time Series Forecasting, Image Recognition and Natural Language Processing by building up models using Keras on real–life examples from IoT (Internet of Things), Financial Marked Data, Literature or Image Databases. Finally, we learn how to scale those artificial brains using Kubernetes, Apache Spark and GPUs. IMPORTANT: THIS COURSE ALONE IS NOT SUFFICIENT TO OBTAIN THE "IBM Watson IoT Certified Data Scientist certificate". You need to take three other courses where two of them are currently built. …

Instructor Details

Romeo Kienzler holds a M. Sc. (ETH) in Information Systems, Bioinformatics & Applied Statistics (Swiss Federal Institute of Technology). He has nearly two decades of experience in Software Enineering, Database Administration and Information Integration. Since 2012 he works as a Data Scientist for IBM. He published several works in the field with international publishers and on conferences. His current research focus is on massive parallel data processing architectures. Romeo also contributes to various open source projects.

Specification: Applied AI with DeepLearning

Duration

17 hours

Year

2018

Level

Expert

Certificate

Yes

Quizzes

Yes

56 reviews for Applied AI with DeepLearning

3.6 out of 5
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  1. Avatar

    Waleed M S A A A G

    good

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  2. Avatar

    Ramachandra R K

    Great course with several hands on assignments. Highly recommend.

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  3. Avatar

    Fernando C

    The course is great!

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  4. Avatar

    Serdar M

    materials offered are not enough, and it is confusing.

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  5. Avatar

    Valerio N

    Very Complete course.

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  6. Avatar

    Amin s

    even after getting financial aid i am not able to upload my submissions.

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  7. Avatar

    Jose L M G

    Lo hago, el curso es muy bueno en cuanto al uso de la plataforma watson, pero falla en explicar los fundamentos principales con animaciones, ejemplo, el curso de pytorch de udacity ensena eso muy bien. En lo demas esta bien, pero al no contar con elementos visuales de ayuda en laclase de LSTM se hace tediosa.

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  8. Avatar

    Quang N L

    This is an excellent course in teaching me not only the deep learning principles but also practical usecases and various frameworks.

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  9. Avatar

    Nikolas R

    The course covers a broad range of tools to deploy deep learning algorithms.

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  10. Avatar

    Jair M

    Some videos are missing, but anyway is a great course

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  11. Avatar

    Saumya T

    Very good course for learning Neural Network. Well explained!!!

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  12. Avatar

    FREDDY Y

    great course

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  13. Avatar

    Evan S

    I learned a lot about neural networks and the infrastructure they run on. I enjoyed the course very much.

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  14. Avatar

    David J D T

    Would love to have a deeper lecture on NLP inside Watson

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  15. Avatar

    Neeraj k

    best method for understanding

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  16. Avatar

    Francisco J G L

    Very bad course

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  17. Avatar

    Chiara P M

    poor expalined. Too many things threw there without proper explanation. Poor exercise with the notebooks. Better less things with higher focus

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  18. Avatar

    Kylie T

    Very well organized course

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  19. Avatar

    Ashish P

    This is really Amazing Course. I learn those micro things which is people rarely understand.

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  20. Avatar

    Sourastra N

    The course needs to allow the students to build their own model.

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  21. Avatar

    Vinayak B

    Really Helpful course for AI Enthusiasts

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  22. Avatar

    Varadharajan R

    Self motivated to learn and do the assignments all the discussions in the forum guided me thoroughly

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  23. Avatar

    Bharath S

    Gave a good hands on with IBM Watson studio notebooks. Also a good overview of LSTM’s, Keras, Predictive maintenance. Good stuff, keep it going

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  24. Avatar

    Egemen I

    This course and the knowledge it provided were incredibly helpful. Thank you IBM and thank you Coursera!

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  25. Avatar

    Leonardo I

    The course is delivered at a very high level of abstraction. If you are a beginner, I wouldn’t recommend this course as the explanations provided are quite vague and not so good in many instances. Justifications for the use of quite a couple of algorithms/values are not provided thus leaving the learner with a lot of “Why’s” One of the nice things about the course is that the instructor responds promptly to students’ queries.

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  26. Avatar

    Sheen D

    Again, the instructor speaks way too fast to explain anything. Even the subtitle cannot follow the instructor line by line. Frequent occurrence of inaudible words or sentence or wrong translations. When it comes to the code, never really understood what each line of codes is for…

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  27. Avatar

    Reynier H

    Curso bem completo e bem explicado!

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  28. Avatar

    Felipe M M

    Videos are old. It feels like he had a bunch of material and put them together to create this course. For example: There are assignments that they give you the answer because the questions are not supposed to be there. He doesnt teach, instead, he reads a script. The assignments are not challenging and you dont feel like you learned. Horrible and painful.

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  29. Avatar

    SHIVANI Y

    ossum

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  30. Avatar

    Julien P

    Very nice and complete.

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  31. Avatar

    Csaba P O

    I liked the general idea of this course, but the actual material is not as good as it could be. There are lots of inaccuracies in the material (like annoying typos and not working code examples) which should be corrected before you sell this course on Coursera. I strongly suggest that you go through your material with someone who has pedagogy knowledge and who can assist you to improve the didactic aspects of your material. I did this course (and the whole specialization) for the practical examples as I feel rather confident with the theoretical aspects of machine learning, but I wanted to learn how to do these things in Spark environment. At the end of the day I have got what I wanted (more or less, as the NLP part was really lousy), but if I would not have strong experience with the field, I would have been surely lost. Honestly, I would have a hard time to recommend these courses for someone who wants to learn about machine learning and not about how to do machine learning with Keras, etc. And I am sorry to say that, because, again, I liked the team, the attitude, and the technical aspects of this course.

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  32. Avatar

    Filip G

    Nice course with lots of practical examples. Course is delivered by multiple tutors with different styles and level of detail. Overall good introductory course into neural networks, scaling and deployment.

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  33. Avatar

    MD S U

    A great course about Deep learning with AI.

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  34. Avatar

    Ted H

    I can’t believe how much progress has been made with Neural Networks since I studied them at school!

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  35. Avatar

    PV R K

    excellent course

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  36. Avatar

    Gustavo H M d C

    Very good!!!

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  37. Avatar

    Muyanja S Z

    ThIs is an in depth course which while taxing has immense rewards for those who keep the faith and patience to go all the way!

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  38. Avatar

    Francesco d C

    The lessons provided by Skymind were very poor.

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  39. Avatar

    Naveen R

    The course content was very informative and very well structured. Instructors have shown their expertise while explaining the concepts and were able to connect with the learner. This helped me to complete my assignments with hands on. Good course to sharpen your knowledge..!!

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  40. Avatar

    Pierre–Matthieu P

    I was pretty disppointed overall. Pros : we see many types of tools and get to use some of them in the programming assignments. I feel like I now have a general knowledge of the field. I particularly liked the aspects of scaling and deploying models in production. Cons : This honestly feels more like a rough draft than a finished and polished course. I would have liked a consolidated overview of all these tools, their pros and cons, etc. Some tools and techniques were explained in literaly 15 min(!) and in some cases simply walked through a tutorial from the tool’s website (!!). A programming assignment was broken through not being updated for more recent spark versions. Some videos mentioned a non existent programming assignment (I assume they were reused from an internal IBM training session), etc. The comparison with say Andrew Ng’s course on ML is cruel.

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  41. Avatar

    Pierre Matthieu P

    I was pretty disppointed overall. Pros : we see many types of tools and get to use some of them in the programming assignments. I feel like I now have a general knowledge of the field. I particularly liked the aspects of scaling and deploying models in production. Cons : This honestly feels more like a rough draft than a finished and polished course. I would have liked a consolidated overview of all these tools, their pros and cons, etc. Some tools and techniques were explained in literaly 15 min(!) and in some cases simply walked through a tutorial from the tool’s website (!!). A programming assignment was broken through not being updated for more recent spark versions. Some videos mentioned a non existent programming assignment (I assume they were reused from an internal IBM training session), etc. The comparison with say Andrew Ng’s course on ML is cruel.

    Helpful(0) Unhelpful(0)You have already voted this
  42. Avatar

    Prithvi S

    Great Course. Just a point I would like to get in your notice, the course shows completion immediately after the submission of Apache SystemML assignment. There are still few lectures and one quiz after that.

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  43. Avatar

    Madan K

    Excellent Course

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  44. Avatar

    Abdelfettah H

    it was really helpful, thank you so much.

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  45. Avatar

    Raja s v

    Not for learning only for reference

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  46. Avatar

    Carlos F C d S e S

    It is an amazing course!

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  47. Avatar

    Amalka W

    Course covers scalerble deep learning concepts

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  48. Avatar

    Giovani F M

    I’ve learned a lot from this course. I’ve very much the Time Series Forecasting Section Explanation. The notebook is detailed and the concepts very well discussed.

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  49. Avatar

    Ngoc T L

    Wonderful course with hands on tutorials.

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  50. Avatar

    SRAVANKUMAR E

    good course

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  51. Avatar

    Armen M

    Interesting course with bad explanation. To many topics and to poor explanation

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  52. Avatar

    Thomas B

    This is a good course with good introductory material that covers a broad range of topics.

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  53. Avatar

    HAMM,CHRISTOPHER A

    No pedagogy. No instruction, mostly copy and paste and guess.

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  54. Avatar

    Daniel G S

    Good course. I think practice exercises should be a little bit more challengengin. But they are fine for learning the basics of the topics that are taugh.

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  55. Avatar

    Jakob S

    The course covers some very interesting and important concepts, however on a very low level. The reason for this might simply be the lack of time; one cannot properly cover methods for AI image processing, NLP, etc. in such limited space. I also had mixed feelings about the exercises: It is very nice to see applications of the tools discussed in the lectures, but unfortunately the exercises are so simple that they can be easily finished without really understanding the code.

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  56. Avatar

    KVD S

    good

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