Difference between revisions of "Watch me Build a Cybersecurity Startup"
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** [[Simple Storage Service (S3)]] - object storage | ** [[Simple Storage Service (S3)]] - object storage | ||
** [http://aws.amazon.com/glue/ Glue] a fully managed extract, transform, and load (ETL) service to prepare and load data for analytics | ** [http://aws.amazon.com/glue/ Glue] a fully managed extract, transform, and load (ETL) service to prepare and load data for analytics | ||
| + | *** [http://docs.aws.amazon.com/glue/latest/dg/add-crawler.html Crawlers] to populate the AWS Glue Data Catalog with tables | ||
** [http://aws.amazon.com/athena Athena] interactive query service to analyze data in Amazon S3 using standard SQL | ** [http://aws.amazon.com/athena Athena] interactive query service to analyze data in Amazon S3 using standard SQL | ||
** [[AWS with TensorFlow]] | ** [[AWS with TensorFlow]] | ||
Revision as of 12:50, 2 September 2019
YouTube search... ...Google search
- How do I leverage AI?
- Watch me Build a Marketing Startup | Siraj Raval
- Watch me Build a Healthcare Startup | Siraj Raval
- Watch me Build a Finance Startup | Siraj Raval
- Watch me Build a Retail Startup | Siraj Raval
- Watch me Build a Trading Bot | Siraj Raval
- DharmaSecurity Demo
- OpenMined
- Building Open Source Google Analytics from Scratch | Pavel Tiunov - cube.js
- cube.js | GitHub -project contains a web analytics POC built with Cube.js
- AWS Web Analytics Dashboard demo
- Analytics Dashboard React Application
- Node.js - JavaScript runtime built on Chrome's V8 JavaScript engine
- React = JavaScript library for building user interfaces
- Create React App | GitHub
- Flask microframework for Python
- AWS tools:
- Serverless run applications and services without thinking about servers
- Lambda - run code without managing servers
- AWS Lambda & Python
- Kinesis - collect, process, and analyze real-time, streaming data
- Simple Storage Service (S3) - object storage
- Glue a fully managed extract, transform, and load (ETL) service to prepare and load data for analytics
- Crawlers to populate the AWS Glue Data Catalog with tables
- Athena interactive query service to analyze data in Amazon S3 using standard SQL
- AWS with TensorFlow
- cURL command to transfer data from or to a server; proxy support, user authentication, FTP upload, HTTP post, SSL connections, cookies, file transfer resume, Metalink, and more
- Cybersecurity
DharmaSecurity
I've built a Demo app called DharmaSecurity, a fraud detection tool for businesses. The way it works is that once signed up, a business will paste a code snippet into their website, and then they'll get access to a dashboard that tells them how many fraudulent accounts they have. Our app will use machine learning to automatically remove suspected fraud accounts, and flag likely ones for review. To build this, I use a suite of AWS tools, Python, Javascript, a Logistic Regression (LR) model, a credit card fraud dataset, and a library called OpenMined to enable federated learning and secure multi-party computation. I've packed a lot into this video, animations, code, music, screencasts, skits, etc. Enjoy! Code for "a Cybersecurity Startup" | Siraj Raval - GitHub
