Upgrade to Pro — share decks privately, control downloads, hide ads and more …

TensorFlow for FinTech - NYC MDEC Sprint

Avatar for Vikram Vikram
July 11, 2017
Technology
1
200

TensorFlow for FinTech - NYC MDEC Sprint

TensorFlow for FinTech - NYC MDEC Sprint
Avatar for Vikram

Vikram

July 11, 2017
Tweet

More Decks by Vikram

See All by Vikram
TensorFlow.js - Past, Present and Future
Avatar for Vikram vikramtiwari
2
53
TensorFlow Dev Summit - Extended
Avatar for Vikram vikramtiwari
2
230
Data Science on Google Cloud
Avatar for Vikram vikramtiwari
1
95
Build your startup with Open Source
Avatar for Vikram vikramtiwari
1
80
TensorFlow - Learning Machines
Avatar for Vikram vikramtiwari
3
210
5 ways to run on Google Cloud Platform
Avatar for Vikram vikramtiwari
1
61
Asynclog - NodeJS - VanJS
Avatar for Vikram vikramtiwari
0
77
Kubernetes 101 - GDG Cloud Vancouver
Avatar for Vikram vikramtiwari
2
110
Google IO Recap - Cloud and Assistant - GDG Cloud Vancouver
Avatar for Vikram vikramtiwari
1
63

Other Decks in Technology

See All in Technology
AWS CDK 入門ガイド これだけは知っておきたいヒント集
Avatar for Anan Kikuchi anank
3
290
オフィスビルを監視しよう：フィジカル×デジタルにまたがるSLI/SLO設計と運用の難しさ / Monitoring Office Buildings: The Challenge of Physical-Digital SLI/SLO Design & Operation
Avatar for 株式会社ビットキー / Bitkey Inc. bitkey
1
120
AWS CDK 開発を成功に導くトラブルシューティングガイド
Avatar for Ryota Nakajima wandora58
2
130
fukabori.fm 出張版: 売上高617億円と高稼働率を陰で支えた社内ツール開発のあれこれ話 / 20250704 Yoshimasa Iwase & Tomoo Morikawa
Avatar for SHIFT EVOLVE shift_evolve
PRO
2
8.1k
React開発にStorybookとCopilotを導入して、爆速でUIを編集・確認する方法
Avatar for yut yu_kod
1
300
LLM時代の検索
Avatar for shibuiwilliam shibuiwilliam
2
430
20250705 Headlamp: 專注可擴展性的 Kubernetes 用戶界面
Avatar for Phil Huang pichuang
0
290
Coinbase™®️ USA Contact Numbers: Complete 2025 Support Guide
Avatar for Johnny Looper officialcoinbasehelpcenter
0
460
CDK Toolkit Libraryにおけるテストの考え方
Avatar for Makky12 smt7174
0
120
ビギナーであり続ける/beginning
Avatar for 小田中育生 ikuodanaka
3
790
SEQUENCE object comparison - db tech showcase 2025 LT2
Avatar for Noriyoshi Shinoda nori_shinoda
0
160
united airlines ™®️ USA Contact Numbers: Complete 2025 Support Guide
Avatar for yasam flyunitedhelp
1
440

Featured

See All Featured
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
Avatar for soudai sone soudai
PRO
181
54k
YesSQL, Process and Tooling at Scale
Avatar for Rocio Delgado rocio
173
14k
Building Flexible Design Systems
Avatar for Yesenia Perez-Cruz yeseniaperezcruz
328
39k
Building Adaptive Systems
Avatar for Chris Keathley keathley
43
2.7k
Speed Design
Avatar for Sergey Chernyshev sergeychernyshev
32
1k
Visualizing Your Data: Incorporating Mongo into Loggly Infrastructure
Avatar for mongodb mongodb
46
9.6k
How to Create Impact in a Changing Tech Landscape [PerfNow 2023]
Avatar for Tammy Everts tammyeverts
53
2.9k
Adopting Sorbet at Scale
Avatar for Ufuk Kayserilioglu ufuk
77
9.5k
Cheating the UX When There Is Nothing More to Optimize - PixelPioneers
Avatar for Stéphanie Walter stephaniewalter
281
13k
Into the Great Unknown - MozCon
Avatar for Noah Learner thekraken
40
1.9k
CoffeeScript is Beautiful & I Never Want to Write Plain JavaScript Again
Avatar for Sam Stephenson sstephenson
161
15k
Why You Should Never Use an ORM
Avatar for John Nunemaker jnunemaker
PRO
58
9.4k

Transcript

  1. TensorFlow for FinTech And scaling your applications on Google Cloud

    Vikram Tiwari - GDE, Google Cloud Platform

  2. Intelligence Everywhere

  3. Analysis Portfolio Management Sentiment Analysis Customer Segmentation Live Support/Chat Bots

    Prediction Fraud Detection Credit Scoring Customer Retention Search Engine

  4. Usage in FinTech

  5. Mining Forms, Documents etc Scanned Images Audio Calls Video Data

  6. Stocks Risk Credit scores Products Classification

  7. Security Malicious behaviour Fraud prevention Data Security Compliance

  8. - Engaged and Evolving Community - Rapid Development - Distributed

    Training - Tensorflow Serving - Prebuilt models, TPUs Why Tensorflow?

  9. Easy to hire Code maintainability Supporting community Prebuilt models More

    research, more gains Community

  10. tf.contrib.learn Keras Scikit-Learn style API API Documentation TensorBoard Development

  11. Graph Execution Model Write once, train anywhere Train on clusters

    or individual CPUs Extensive GPUs support Training

  12. Continuous Training Pipeline Versioned Models Easily use resulting models gRPC

    or REST based APIs Serving

  13. Stable Version Tensorflow Processing Units (TPUs) Custom Filesystems Tensorflow Dev

    Summit AutoML More...
  14. None

  15. - Leader in Data and Machine Learning innovation - Ready-to-use

    Machine Learning APIs - High performance and cost effective products and services - Tensorflow on TPUs for best performance - Regulatory and Compliance ready Why Google Cloud?

  16. Fastest growing cloud platform with a major focus on Open

    Source

  17. Storage Persistent Disk Datastore, Cloud SQL, BigTable Firebase Cloud Spanner,

    BigQuery Different tiers for Cloud Storage Services Compute Engine (GCE) App Engine (GAE) Kubernetes Engine (GKE) Cloud Functions (GCF) Load Balancing, IOT core, Dataflow

  18. Wide range of compute platforms to choose from

  19. Thank you! Learn more: - Tensorflow - Tensorflow resources -

    Google Cloud Machine Learning APIs - Google Cloud Platform Solutions @Vikram_Tiwari - https://vikramtiwari.com