awesome-links

https://blog.insightdatascience.com/how-to-solve-90-of-nlp-problems-a-step-by-step-guide-fda605278e4e

http://www.marekrei.com/blog/paper-summaries/

https://towardsdatascience.com/10-machine-learning-algorithms-you-need-to-know-77fb0055fe0

https://hackernoon.com/artificial-intelligence/home

https://www.datacamp.com/courses/intro-to-python-for-data-science

https://www.intelligenttrendfollower.com/how-to-find-trend-following-stock-ideas-on-finviz/

http://www.racio.cz/cz/cvicenia-tipy-pre-vas/243-proc-cvicit

https://developers.redhat.com/

https://cloud.google.com/community/tutorials/envoy-flask-google-container-engine

https://www.microservices.com/talks/lyfts-envoy-monolith-service-mesh-matt-klein/

https://github.com/linkfluence/fastText4j

https://hadoopecosystemtable.github.io/

https://hackernoon.com/how-to-build-a-saas-with-0-fed2341078c8

https://www.packtpub.com//packt/offers/free-learning?login=1

https://towardsdatascience.com/stock-analysis-in-python-a0054e2c1a4c

https://towardsdatascience.com/stock-prediction-in-python-b66555171a2

https://cloud.google.com/solutions/continuous-delivery-jenkins-kubernetes-engine

https://github.com/GoogleCloudPlatform/continuous-deployment-on-kubernetes

https://financequotes-api.com/

https://financequotes-api.com/javadoc/yahoofinance/YahooFinance.html

https://code.visualstudio.com/docs/python/python-tutorial

https://github.com/ITSvitCo/aws-k8s/tree/master/kubernetes-manifests

https://www.datacamp.com/community/tutorials/apache-spark-python

https://databricks.com/session/hdfs-on-kubernetes-lessons-learned

https://databricks.com/session/apache-spark-on-kubernetes

http://www.genericclass.com/hadoop/an-introduction-to-hdfs/

http://www.genericclass.com/java/redis-a-caching-database/

http://www.genericclass.com/docker/an-introduction-to-opentsdb/

http://www.genericclass.com/docker/an-introduction-to-hbase/

http://www.genericclass.com/docker/an-introduction-to-zookeeper/

https://hub.docker.com/r/harisekhon/hbase/dockerfile

https://towardsdatascience.com/10-python-pandas-tricks-that-make-your-work-more-efficient-2e8e483808ba

https://blog.hasura.io/getting-started-with-hdfs-on-kubernetes-a75325d4178c/

Envoy and Service Mesh

https://github.com/envoyproxy/envoy/blob/master/examples/front-proxy/Dockerfile-service

https://github.com/envoyproxy/envoy/tree/master/examples

https://github.com/scranton/gloo-canary-example

https://aws.amazon.com/blogs/compute/setting-up-an-envoy-front-proxy-on-amazon-ecs/

https://medium.com/@kareemery_78433/deploying-a-rails-app-with-an-nginx-sidecar-container-to-ecs-cbc3b0a2c690

https://medium.com/@lukas.eichler/securing-pods-with-sidecar-proxies-d84f8d34be3e

https://github.com/eicnix/sidecar-proxy-example

https://blog.turbinelabs.io/getting-started-with-envoy-on-your-laptop-1b1a7073fd8e

https://dev.to/datawireio/tutorial-getting-started-with-ambassador---a-kubernetes-native-api-gateway-for-microservices-1849

Data Analysis

https://github.com/WillKoehrsen/Data-Analysis/tree/master/stocker

https://github.com/datagovsg-blog/circle-line-analytics

https://data.gov.sg/

https://blog.data.gov.sg/how-we-caught-the-circle-line-rogue-train-with-data-79405c86ab6a

https://blog.data.gov.sg/is-dirty-delicious-f176bbb6e15e

https://opensource.com/article/18/3/getting-started-data-science

https://www.edx.org/course/foundations-data-science-computational-uc-berkeleyx-data8-1x

https://github.com/pandas-profiling/pandas-profiling

https://radimrehurek.com/gensim/models/phrases.html

https://www.linkedin.com/learning/python-for-data-science-essential-training

https://developer.ibm.com/patterns/perform-a-machine-learning-exercise/

https://blogs.sas.com/content/subconsciousmusings/2017/04/12/machine-learning-algorithm-use/

https://www.linkedin.com/learning/machine-learning-ai-foundations-recommendations/welcome

Trading

https://www.quantopian.com/posts/quantopian-tutorial-series

https://www.mql5.com/en/code/mt4

https://github.com/lukstei/trading-backtest

https://www.quantconnect.com/terminal/

https://www.quora.com/How-can-a-beginner-with-little-mathematical-no-prior-trading-experience-break-into-quantitative-analysis-and-algorithmic-trading-Is-it-possible-to-teach-yourself-How-Which-books-should-one-read

https://www.optionsincomeengine.com/training/?p=1

https://www.stocktrader.com/free-education/

https://marketmastery.com/

https://www.quora.com/What-is-the-best-way-to-backtest-a-stock-trading-strategy

http://www.zipline.io/beginner-tutorial.html#my-first-algorithm

http://www.trading24.cz/weby-kde-najdete-navody-programovat-aos-mql4/

https://www.fxstreet.cz/serial-mql-a-backtestovani-strategii.html

https://www.financnik.cz/wiki/metatrader

https://www.fxstreet.cz/mql4-tester-strategii-cast-8.html

http://www.trading-aos.cz/articles/ninjascript-programovani-ve-wizardu

Trading Chats

http://www.stockhideout.com/members

http://www.stockhideout.com/

http://www.007stockchat.com/stockchat/

http://www.007stockchat.com/

http://www.thehotpennystocks.com/

https://stocktwits.com/#people-and-stocks:118455

https://stocktwits.com/Newbie2012

https://www.stockfetcher.com/examples

http://trading-software-collection.com/

http://www.stockpicksnyc.com/learn-how-to-trade-stocks-stock-school/how-to-read-stock-charts/

https://finviz.com/screener.ashx?v=351&f=fa_epsyoy_high,sh_avgvol_o100,sh_curvol_o200,sh_price_u30,ta_perf_dup,ta_sma20_pb,ta_sma200_pa,ta_sma50_pca&ft=4&o=forwardpe

https://www.barchart.com/stocks/performance/percent-change/advances#/timeFrame=3m

http://www.pennystocklist.com/penny-stocks-chat.html

https://ca.finance.yahoo.com/gainers?e=us

http://caps.fool.com/TickerRankings.aspx?filter=7

http://my.cbox.ws/sharptraders

http://www.stockpicksnyc.com/

http://www.stockpicksnyc.com/learn-how-to-trade-stocks-stock-school/

http://bigcharts.marketwatch.com/quickchart/quickchart.asp?symb=fnma&insttype=Stock&freq=1&show=

https://www.howthemarketworks.com/login

https://marketfy.com/store/#login-modal

https://www.chartmill.com/index.php

https://www.tradingview.com/

Python

https://hackernoon.com/web-scraping-tutorial-with-python-tips-and-tricks-db070e70e071

https://github.com/datawire/hello-world-python

https://realpython.com/flask-connexion-rest-api/

https://github.com/realpython/materials/tree/master/flask-connexion-rest

https://towardsdatascience.com/creating-and-deploying-a-python-machine-learning-service-a06c341f020f

Videos

https://www.youtube.com/watch?v=A02SRdyoshM

https://www.youtube.com/watch?v=qwa66igX9uk

https://www.youtube.com/watch?v=ZrS4RtS-U9I

https://www.youtube.com/watch?v=clAQxb-PMSI

https://www.youtube.com/watch?v=oSLASLV4cTc

https://www.youtube.com/watch?v=riLnopGNGzc

https://www.youtube.com/watch?v=FmBiNYsf1e8

https://www.youtube.com/watch?v=MaaqCBoqYxI

https://www.youtube.com/watch?v=FP9X0sMkShc

https://www.youtube.com/watch?v=mhMflc7ZW9k

https://www.youtube.com/watch?v=fkAHnDbBKjM

https://www.youtube.com/watch?v=eMp6Baf7hNo

https://www.youtube.com/watch?v=afy4PkSJuzk

https://www.youtube.com/watch?v=ISO8V1cYmfY

https://www.youtube.com/watch?v=W7LOJHPiQXY

https://www.youtube.com/watch?v=g84rMkrbQAA

https://www.youtube.com/watch?v=Tpvs70YktgM

https://www.youtube.com/watch?v=ji0bEjhUReg