SF Data Weekly - Pinterest's DoctorKafka, Warehousing w/ Amazon Redshift, GPU DBs, Neural Nets and Analyzing Cryptocurrencies

August 28 · Issue #30 · View online
SF Data Weekly
Our Pick
ML essentials: Best practices, categories and misconceptions
Data Pipelines
How we saved over $240K per year by replacing Mixpanel w/ BigQuery, Dataflow & K8s
Google Reference Architecture for Mobile Gaming Analytics
From Data Lake to Data Warehouse with Amazon Redshift
A diagram of data workflow
Data Storage
The rise of GPU databases
GPUs offer huge advantages over CPUs when processing large amounts of data
Amazon Aurora: Reducing costs using quorum sets
How to configure an Apache Spark standalone cluster and integrate with Jupyter: Step-by-Step
DoctorKafka: Kafka cluster healing and workload balancing
High-level overview of DoctorKafka
Data Analysis
The mostly complete chart of Neural Networks
Some of the explained Neural Network topologies
Basic statistics every data scientist should know
Evaluating a classification algorithm
Data Visualization
Visualizing your exploratory data analysis
A correlation heatmap among variables
Data-driven Products
Analyzing cryptocurrency markets using Python
Cryptocurrency prices
Make your pixel tracker with AWS Kinesis Firehose and Redshift
Did you enjoy this issue?
Thumbs up 1ae5a7bdfcd3220e2b376aa0c1607bc5edaba758e5dd83b482d03965219a220b Thumbs down e13779fa29e2935b47488fb8f82977fedcf689a0cc0cc3c19fa3c6bb14d1493b
Carefully curated by SF Data Weekly with Revue.
If you were forwarded this newsletter and you like it, you can subscribe here.
If you don't want these updates anymore, please unsubscribe here.
650 California St., San Francisco, CA 94108