Upgrade to Pro
— share decks privately, control downloads, hide ads and more …
Speaker Deck
Features
Speaker Deck
PRO
Sign in
Sign up for free
Search
Search
TensorFlow for FinTech - NYC MDEC Sprint
Search
Vikram
July 11, 2017
Technology
1
200
TensorFlow for FinTech - NYC MDEC Sprint
TensorFlow for FinTech - NYC MDEC Sprint
Vikram
July 11, 2017
Tweet
Share
More Decks by Vikram
See All by Vikram
TensorFlow.js - Past, Present and Future
vikramtiwari
2
49
TensorFlow Dev Summit - Extended
vikramtiwari
2
200
Data Science on Google Cloud
vikramtiwari
1
89
Build your startup with Open Source
vikramtiwari
1
73
TensorFlow - Learning Machines
vikramtiwari
3
200
5 ways to run on Google Cloud Platform
vikramtiwari
1
57
Asynclog - NodeJS - VanJS
vikramtiwari
0
70
Kubernetes 101 - GDG Cloud Vancouver
vikramtiwari
2
110
Google IO Recap - Cloud and Assistant - GDG Cloud Vancouver
vikramtiwari
1
58
Other Decks in Technology
See All in Technology
エンジニアリング価値を黒字化する バリューベース戦略を用いた 技術戦略策定の道のり
kzkmaeda
6
2.7k
Active Directory攻防
cryptopeg
PRO
8
5.5k
Exadata Database Service on Cloud@Customer セキュリティ、ネットワーク、および管理について
oracle4engineer
PRO
2
1.5k
OPENLOGI Company Profile for engineer
hr01
1
20k
IAMポリシーのAllow/Denyについて、改めて理解する
smt7174
2
210
遷移の高速化 ヤフートップの試行錯誤
narirou
6
1.2k
Fraxinus00tw assembly manual
fukumay
0
110
Cracking the Coding Interview 6th Edition
gdplabs
14
28k
ウォンテッドリーのデータパイプラインを支える ETL のための analytics, rds-exporter / analytics, rds-exporter for ETL to support Wantedly's data pipeline
unblee
0
130
入門 PEAK Threat Hunting @SECCON
odorusatoshi
0
160
ABWG2024採択者が語るエンジニアとしての自分自身の見つけ方〜発信して、つながって、世界を広げていく〜
maimyyym
1
180
生成AI “再”入門 2025年春@WIRED TUESDAY EDITOR'S LOUNGE
kajikent
0
120
Featured
See All Featured
JavaScript: Past, Present, and Future - NDC Porto 2020
reverentgeek
47
5.2k
Building Your Own Lightsaber
phodgson
104
6.2k
実際に使うSQLの書き方 徹底解説 / pgcon21j-tutorial
soudai
175
52k
How to Think Like a Performance Engineer
csswizardry
22
1.4k
Performance Is Good for Brains [We Love Speed 2024]
tammyeverts
7
640
Designing on Purpose - Digital PM Summit 2013
jponch
117
7.1k
For a Future-Friendly Web
brad_frost
176
9.6k
Refactoring Trust on Your Teams (GOTO; Chicago 2020)
rmw
33
2.8k
A Modern Web Designer's Workflow
chriscoyier
693
190k
Six Lessons from altMBA
skipperchong
27
3.6k
Product Roadmaps are Hard
iamctodd
PRO
50
11k
RailsConf & Balkan Ruby 2019: The Past, Present, and Future of Rails at GitHub
eileencodes
133
33k
Transcript
TensorFlow for FinTech And scaling your applications on Google Cloud
Vikram Tiwari - GDE, Google Cloud Platform
Intelligence Everywhere
Analysis Portfolio Management Sentiment Analysis Customer Segmentation Live Support/Chat Bots
Prediction Fraud Detection Credit Scoring Customer Retention Search Engine
Usage in FinTech
Mining Forms, Documents etc Scanned Images Audio Calls Video Data
Stocks Risk Credit scores Products Classification
Security Malicious behaviour Fraud prevention Data Security Compliance
- Engaged and Evolving Community - Rapid Development - Distributed
Training - Tensorflow Serving - Prebuilt models, TPUs Why Tensorflow?
Easy to hire Code maintainability Supporting community Prebuilt models More
research, more gains Community
tf.contrib.learn Keras Scikit-Learn style API API Documentation TensorBoard Development
Graph Execution Model Write once, train anywhere Train on clusters
or individual CPUs Extensive GPUs support Training
Continuous Training Pipeline Versioned Models Easily use resulting models gRPC
or REST based APIs Serving
Stable Version Tensorflow Processing Units (TPUs) Custom Filesystems Tensorflow Dev
Summit AutoML More...
None
- 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?
Fastest growing cloud platform with a major focus on Open
Source
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
Wide range of compute platforms to choose from
Thank you! Learn more: - Tensorflow - Tensorflow resources -
Google Cloud Machine Learning APIs - Google Cloud Platform Solutions @Vikram_Tiwari - https://vikramtiwari.com