Machine Learning As An API: The Bleeding Edge

Transcript

1. Machine Learning as an API: The Bleeding Edge PROSPER OTEMUYIWA - @unicodeveloper
2. Speaker Bio Laracon EU 2017 2 ❖ Software Developer ❖ Consultant at Auth0 ❖ Open Sourcerer ❖ Self-Acclaimed Developer Evangelist ❖ Community Builder ❖ Jollof Rice Ambassador ❖ Google Developer Expert ❖ Live in Lagos, Nigeria
3. What is Machine Learning? Laracon EU 2017 3 Machine Learning is a type of artificial intelligence (AI) that provides computers with the ability to learn without being explicitly programmed.
4. Machine Learning focuses on the development of computer programs that can change when exposed to new data.
5. Machine Learning focuses on the development of computer programs that can change when exposed to new data.
6. Machine Learning Experiences?
7. Machine Learning Experiences Laracon EU 2017 7 Self Driving Cars
8. Machine Learning Experiences Laracon EU 2017 8 Closed Captioning on Youtube
9. Machine Learning Experiences Laracon EU 2017 9 Gmail Smart Reply
10. Machine Learning Experiences Laracon EU 2017 10 Google Photos Image Search
11. Machine Learning Experiences Laracon EU 2017 11 Easy to differentiate
12. Machine Learning Experiences Laracon EU 2017 12 Oh, Snap, What do we do?
13. It’s amazing to feel these experiences, but how do you involve Machine Learning in your app?
14. Machine Learning Tools Laracon EU 2017 14 Tensor Flow - Open Source Software Library for Machine Intelligence http://bit.ly/1MWEhkH
15. Machine Learning Tools Laracon EU 2017 15 Google Cloud Machine Learning Engine - Run & Manage Tensor Flow Models http://bit.ly/2wItTNT
16. These tools are great, but building & training your own models can be hard….really, really hard!
17. Introducing….
18. Machine Learning As An API
19. Machine Learning As An API Laracon EU 2017 19 Vision API Speech API Natural Language API Translation API Video Intelligence API Laracon EU 2017 5 Powerful APIs - Access to Pre-trained Machine Learning Models
20. With a Single API Call, experience Machine Learning in your application Realtime!
21. Machine Learning - Cloud Vision API 21 ❖ Face Detection ❖ LandMark Detection ❖ Label Detection ❖ Optical Character Detection ❖ Explicit Content Detection ❖ Logo Detection Laracon EU 2017
22. Machine Learning - Cloud Vision API 22 Laracon EU 2017 The Image to be Analyzed - Boss Mode
23. Machine Learning - Cloud Vision API 23 Laracon EU 2017 Request to Cloud Vision API
24. Machine Learning - Cloud Vision API 24 Laracon EU 2017 Request to Cloud Vision API JSON Result
25. Machine Learning - Cloud Vision API 25 Laracon EU 2017 ❖ Upload an Image ❖ Make a call to the API ❖ Analyze the Image ❖ Get results http://bit.ly/21xSsUV
26. Machine Learning - Cloud Translation API 26 ❖ Language Detection ❖ Text Translation Laracon EU 2017 http://bit.ly/2x3bdrJ
27. Machine Learning - Cloud Translation API 27 Laracon EU 2017 Request to Cloud Translation API
28. Machine Learning - Cloud Translation API 28 Laracon EU 2017 Request to Cloud Translation API - JSON
29. Machine Learning - Cloud Translation API 29 Laracon EU 2017 ❖ Pass in a text ❖ Choose the target lang. ❖ Translate ❖ Get results
30. Machine Learning - Cloud Speech API 30 ❖ Automatic Speech Recognition ❖ Global Vocabulary - over 110 Languages supported ❖ Real-time or Pre-recorded Audio Support ❖ Noise Robustness ❖ Inappropriate Content Filtering Laracon EU 2017
31. Machine Learning - Cloud Speech API 31 Laracon EU 2017 Request to Cloud Speech API Step 1 Save as sync-request.json Step 2 Make the API request
32. Machine Learning - Cloud Speech API 32 Laracon EU 2017 Request to Cloud Speech API Step 3 Returns the transcript http://bit.ly/21JxVdf
33. Machine Learning - Cloud Speech API 33 Laracon EU 2017 Making the request via Code
34. Machine Learning - Natural Language API 34 ❖ Sentimental Analysis ❖ Powerful Text Analysis ❖ Multi-lingual Support ❖ Entity Analysis Laracon EU 2017 http://bit.ly/2auUyjq
35. Machine Learning - Natural Language API 35 Laracon EU 2017 ❖ Entity Analysis
36. Machine Learning - Natural Language API 36 Laracon EU 2017 ❖ Sentimental Analysis
37. Machine Learning - Natural Language API 37 Laracon EU 2017
38. Machine Learning - Natural Language API 38 Laracon EU 2017 Request to Natural Language API Step 1 Save as translate-request.json Step 2 Make the API request
39. Machine Learning - Natural Language API 39 Laracon EU 2017 Request to Natural Language API Step 3 Returns the translated text
40. Machine Learning - Natural Language API 40 Laracon EU 2017 Detect Language - Request to Natural Language API POST https://translation.googleapis.com/language/t ranslate/v2/detect?key=YOUR_API
41. Machine Learning - Video Intelligence API 41 ❖ Label Detection ❖ Shot Change Detection ❖ SafeSearch Detection ❖ Applied on large-scale media platforms like Youtube Laracon EU 2017 http://bit.ly/2mk6FWD
42. Machine Learning - Video Intelligence API 42 Laracon EU 2017 Request to Video Intelligence API ❖ Label Detection
43. Machine Learning - Video Intelligence API 43 Laracon EU 2017 Request to Video Intelligence API ❖ Shot Change Detection
44. Machine Learning - Video Intelligence API 44 Laracon EU 2017 Request to Video Intelligence API ❖ JSON Result
45. Ermm..Done Yet? One more thing.
46. Machine Learning As An API Laracon EU 2017 46 Laracon EU 2017 Do you know you can help job seekers find relevant roles with Machine Learning?
47. Machine Learning - Cloud Jobs API Laracon EU 2017 4 7 ❖ Deliver relevant job search results ❖ Attract candidates based on commute search ❖ Seniority Alignment ❖ Real-time Query Broadening Still in Private Alpha - http://bit.ly/2t5XbTK
48. Thank you #LaraconEU - @unicodeveloper