Language Bash and tag JVM at other sites
Scalable analytics with Docker, Spark and Python(23rd December 2015) |
|||||||
|
Traditionally data scientists installed software packages directly to their machines, wrote code, trained models, saved results to local files and applied models to new data in batch processing style. New data-driven products require rapid development of new models, scalable training and easy integration to other aspects of the business. Here I am proposing one (perhaps already well-known) cloud-ready architecture to meet these requirements.
|
|
||||||
Home
|
Navigation
| Home | (Home page) |
| About | (About me) |
| Platform | (About this blog) |
External
| (Niko Nyrhilä) | |
| GitHub | (nikonyrh) |
| Stackoverflow | (nikonyrh) |
Most recent
| Bruteforcing Countdown numbe... | (2023 Apr) |
| Cheating at Bananagrams with... | (2023 Apr) |
| Introduction to Stable Diffu... | (2022 Nov) |
| Matching puzzle pieces together | (2022 Jul) |
| Single channel speech / musi... | (2022 Feb) |
Most frequent tags
| Computer Vision | (13) |
| GitHub | (12) |
| Databases | (9) |
| Elasticsearch | (6) |
| FFT | (5) |
| Rendering | (5) |
| Applied mathematics | (4) |
Most frequent languages
| Python | (13) |
| C++ | (11) |
| Matlab | (10) |
| Keras | (6) |
| Clojure | (6) |
| Bash | (6) |
| PHP | (6) |
Co-occurrence matrix
| Matl | Pyth | C++ | Cloj | Bash | Kera | |
| Comput | 6 | 6 | 3 | 1 | 0 | 5 |
| GitHub | 0 | 2 | 1 | 4 | 3 | 0 |
| Databa | 0 | 3 | 2 | 2 | 1 | 0 |
| Render | 3 | 0 | 3 | 0 | 0 | 0 |
| Nginx | 0 | 1 | 0 | 0 | 4 | 0 |
| Autoen | 0 | 3 | 0 | 1 | 0 | 2 |
| Elasti | 0 | 2 | 0 | 3 | 0 | 0 |
| FFT | 3 | 1 | 1 | 0 | 0 | 1 |
| Data S | 2 | 1 | 2 | 1 | 0 | 1 |
| JVM | 0 | 1 | 0 | 3 | 1 | 0 |
| Docker | 0 | 1 | 0 | 0 | 3 | 0 |
| FastCG | 0 | 0 | 3 | 0 | 0 | 0 |
| Applie | 2 | 2 | 0 | 0 | 0 | 0 |
| Field | 2 | 0 | 2 | 0 | 0 | 0 |
| Omnidi | 2 | 0 | 2 | 0 | 0 | 0 |
| Affine | 2 | 0 | 2 | 0 | 0 | 0 |
| Master | 1 | 0 | 2 | 0 | 0 | 0 |
| Archit | 0 | 1 | 0 | 0 | 2 | 0 |
| Visual | 1 | 0 | 2 | 0 | 0 | 0 |
| Spark | 0 | 1 | 0 | 0 | 2 | 0 |
| Blog | 0 | 0 | 0 | 2 | 0 | 0 |
| Hyphen | 0 | 0 | 0 | 2 | 0 | 0 |
| Stack | 0 | 1 | 1 | 0 | 0 | 0 |
| SQL | 0 | 0 | 1 | 1 | 0 | 0 |
| Busine | 0 | 1 | 0 | 1 | 0 | 0 |
| Signal | 0 | 1 | 0 | 0 | 0 | 1 |
| Encryp | 0 | 0 | 0 | 0 | 1 | 0 |
| Git | 0 | 0 | 0 | 1 | 0 | 0 |
| Stable | 0 | 1 | 0 | 0 | 0 | 0 |
| Redis | 0 | 1 | 0 | 0 | 0 | 0 |
| Thrust | 0 | 0 | 1 | 0 | 0 | 0 |
| Kibana | 0 | 0 | 0 | 1 | 0 | 0 |
| Astron | 1 | 0 | 0 | 0 | 0 | 0 |
| Mustac | 0 | 0 | 1 | 0 | 0 | 0 |
| NAT | 0 | 0 | 0 | 0 | 1 | 0 |
| jQuery | 0 | 0 | 1 | 0 | 0 | 0 |
| SSH | 0 | 0 | 0 | 0 | 1 | 0 |
| Happyh | 0 | 0 | 1 | 0 | 0 | 0 |
| Backup | 0 | 0 | 0 | 0 | 1 | 0 |
| Pthrea | 0 | 0 | 1 | 0 | 0 | 0 |
| AWS | 0 | 0 | 0 | 0 | 1 | 0 |
| SIFT | 0 | 0 | 1 | 0 | 0 | 0 |
| SURF | 0 | 0 | 1 | 0 | 0 | 0 |
| Conjug | 0 | 0 | 1 | 0 | 0 | 0 |
| Kalman | 0 | 0 | 1 | 0 | 0 | 0 |
| Partic | 0 | 0 | 1 | 0 | 0 | 0 |
| Gradie | 0 | 0 | 1 | 0 | 0 | 0 |
| Simult | 0 | 0 | 1 | 0 | 0 | 0 |
| Roboti | 0 | 0 | 1 | 0 | 0 | 0 |
| Princi | 1 | 0 | 0 | 0 | 0 | 0 |
| Receiv | 1 | 0 | 0 | 0 | 0 | 0 |
| Linear | 1 | 0 | 0 | 0 | 0 | 0 |
| Suppor | 1 | 0 | 0 | 0 | 0 | 0 |
| Machin | 1 | 0 | 0 | 0 | 0 | 0 |
| Discre | 1 | 0 | 0 | 0 | 0 | 0 |
