AI is New Electricity and Deep Learning is one of key enablers for this, it breaks known limits of possible and disrupts vast areas of our modern life. From dev standpoint it sounds science-heavy and requires PhD in fact its not. Here I’m going to explain why in theory and practice with Kotlin.

1. Kotlin strives for
Deep Learning

2. ● proud father
● SA in EPAM Systems
● Java is my primary programming language
● infected by AI disrupting power
● passionate about agile, clean code and devops

3. Agenda
● Should I care?
● First things first
● Let’s code a bit
● Takeaways
● Q&A

4. Should I care?..

5. 2016
DeepMind’
AlphaGo
defeated
the best
Go player

6. OpenAI
defeated
top Dota
2 player

7. First things First

8. What is DL?

9. DL is subset of ML and AI

10. Artificial Neuron

11. Artificial Neural Network

12. Everything is possible

13. ● Compute
● Data
● Algorithms
● Infrastructure
Recent Breakthroughs

14. Stop! Where is Kotlin?!.

15. https://trends.google.com/trends/explore?q=deeplearning4j,tensorflow,kotlin,deep%20learning

16. Why Kotlin?
Conciseness

17. Why Kotlin?
Interoperability

18. Why Kotlin?
Extendability

20. Activation Function(s)

21. Propagations

22. Is this enough?
● Algorithms
● Data Handling
● Distributed Computing
● GPU Computing

23. What’s Next?

24. Komputation
● NN framework for JVM written in Kotlin
● Supports CUDA
● Provides CNN, RNN implementations
● Built-in activation functions like ReLU, Sigmoid, Softmax,
Tanh
● Built-in loss functions and optimizers

25. KotlinNLP
● Set of libraries for NLP written in Kotlin
● Provides support for
○ tokenization
○ categorization
○ parsing and entities recognition

26. References
● Koma http://koma.kyonifer.com/
● Komputation https://github.com/aisummary/komputation
● Kotlin Data Science Resources https://goo.gl/MDLRHK
● Can I do AI? https://goo.gl/16BdY4
● Source code https://github.com/webdizz/kotlin-strives-for-dl

27. Takeaways
● Disrupt yourself with AI skills to not be disrupted
● AI is not a rocket science you can do it
● Today it’s really easy to learn something new
● It’s still unbelievable what's possible with AI

28. Izzet_Mustafayev@EPAM.com
@webdizz
webdizz
izzetmustafaiev
http://webdizz.name
Thanks