DataBricks Introduces English as a New Programming Language for #ApacheSpark
Claus Stadler is presenting their work behind SANSA: 'Scaling RML and SPARQL-based Knowledge Graph Construction with Apache Spark' now at the Knowledge Graph Construction Workshop!
#ESWC2023 #KGCW2023 #RML #SPARQL #ApacheSpark @eswc_conf @aksw
#eswc2023 #kgcw2023 #rml #sparql #apachespark
📣 We are excited to announce the release of Delta Lake 2.4.0 on Apache Spark 3.4. Similar to Apache Spark™, we have released Maven artifacts for both Scala 2.12 and Scala 2.13! 🎉
Documentation: https://lnkd.in/eTD9ua_6
Python artifacts: https://lnkd.in/e65AeChW
⭐ View the release notes: https://lnkd.in/er2PDhjJ
#deltalake #opensource #oss #data #apachespark
Ars Technica: “A really big deal”—Dolly is a free, open source, ChatGPT-style AI model https://arstechnica.com/?p=1931693 #Tech #arstechnica #IT #Technology #largelanguagemodels #machinelearning #textsynthesis #ApacheSpark #Databricks #EleutherAI #finetuning #Biz&IT #pythia #Dolly #LLaMA #meta #AI
#Tech #arstechnica #it #technology #largelanguagemodels #machinelearning #textsynthesis #apachespark #databricks #eleutherai #finetuning #biz #pythia #dolly #llama #meta #ai
“A really big deal”—Dolly is a free, open source, ChatGPT-style AI model - Enlarge (credit: Databricks)
On Wednesday, Databricks released... - https://arstechnica.com/?p=1931693 #largelanguagemodels #machinelearning #textsynthesis #apachespark #databricks #eleutherai #finetuning #biz #pythia #dolly #llama #meta #ai
#ai #meta #llama #dolly #pythia #biz #finetuning #eleutherai #databricks #apachespark #textsynthesis #machinelearning #largelanguagemodels
Check out the latest installment of #LastWeekInAByte on #DeltaLake which includes:
✔️ The fully packed delta-spark 2.3 release (it's not always about #rustlang and #python ... just a lot of the time) #apachespark
✔️ A great post by Will Girten on #deltasharing and #streaming
✔️ A shout to The Linux Foundation #finos #legend project
✔️ Our new #Slack archive via Linen, &..
✔️ A great blog by Nick Karpov on #AWS #Lambda and #DeltaLake
#lastweekinabyte #deltalake #rustlang #python #apachespark #deltasharing #streaming #finos #legend #slack #aws #lambda #opensource #linuxfoundation
Yesterday we tried to upload 10M rows to an #Azure Table using #ApacheSpark and #Databricks. We hit 333K rows per minute at our best.
Wondering if anyone here has done something similar?
From what I read, the max transactions per second on an Azure Table is 20K so… I guess we can try to speed it up a bit further.
#azure #apachespark #databricks
Data Science Frameworks: This field involves the use of statistics, scientific methods, and algorithms to extract knowledge. Popular data science frameworks include #TensorFlow, #PyTorch, #ApacheSpark, and #NumPy, with #Python being the dominant programming language.
#tensorflow #pytorch #apachespark #numpy #python
Wish someday we could get desktop computers instead of laptops for work.
I use #ApacheSpark on a daily basis and whenever I start running some functional tests the fans don’t like it. Yesterday the CPU was at 90°C. :blob_cry:
Refactored some code today. Reduced execution time from ~13h to 5m.
#ApacheSpark is amazing.
@oleg Mostly source code (so I can learn even more at the same time). Worked great with #ApacheSpark #DeltaLake #ApacheKafka (as they all are written in #Scala). Thinking of #Dask as it's close to Spark but written in #Python I'd like to know better. HTH
#apachespark #DeltaLake #apachekafka #scala #dask #python
@oleg Mostly source code (so I can learn even more at the same time). Worked great with #ApacheSpark #DeltaLake #ApacheKafka (as they all are written in #Scala). Thinking of #Dask as it's close to Spark but written in #Python I'd like to know better. HTH
#apachespark #DeltaLake #apachekafka #scala #dask #python
My Medium adventure enters a new phase: the first post for a Medium-held publication, Plumbers of Data Science, just got published :)
It's also more technical than my previous writings. The point is to introduce Apache Hudi in a softer way than the official documentation does at the moment. So, if you're interested in starting with Hudi, look no further :)
#apachehudi #apachespark #dataengineering
https://medium.com/plumbersofdatascience/apache-hudi-copy-on-write-explained-563f1d23d34f
#ApacheHudi #apachespark #dataengineering
Data science & Groovy using #ApacheBeam #ApacheCamel #ApacheCommons @ApacheGroovy #ApacheIgnite #ApacheMXNet #ApacheOpennlp #ApacheSpark #ApacheWayang #Datumbox #deepjavalibrary #DeepNetts #EclipseDL4J #graalvm #gradle #stanfordnlp #TensorFlow #Tribuo #smile #tablesaw #opencsv
https://www.javaadvent.com/2022/12/groovy-and-data-science.html
Covers data manipulation, regression, clustering, classification, natural language processing & object detection #jsr381 #visrec #ai #ml #groovylang #neuralnets #deeplearning
#apachebeam #apachecamel #apachecommons #apacheignite #apachemxnet #apacheopennlp #apachespark #apachewayang #datumbox #deepjavalibrary #deepnetts #eclipsedl4j #graalvm #gradle #stanfordnlp #tensorflow #tribuo #smile #tablesaw #opencsv #jsr381 #visrec #ai #ml #groovylang #neuralnets #deeplearning
Data science & Groovy using #ApacheBeam #ApacheCamel #ApacheCommons @ApacheGroovy #ApacheIgnite #ApacheMXNet #ApacheOpennlp #ApacheSpark #ApacheWayang #Datumbox #deepjavalibrary #DeepNetts #EclipseDL4J #graalvm #gradle #stanfordnlp #TensorFlow #Tribuo #smile #tablesaw #opencsv
https://www.javaadvent.com/2022/12/groovy-and-data-science.html
Covers data manipulation, regression, clustering, classification, natural language processing & object detection #jsr381 #visrec #ai #ml #groovylang #neuralnets #deeplearning
#apachebeam #apachecamel #apachecommons #apacheignite #apachemxnet #apacheopennlp #apachespark #apachewayang #datumbox #deepjavalibrary #deepnetts #eclipsedl4j #graalvm #gradle #stanfordnlp #tensorflow #tribuo #smile #tablesaw #opencsv #jsr381 #visrec #ai #ml #groovylang #neuralnets #deeplearning
Another post at company blog: Build Reliable and Cost Effective Streaming Data Pipelines With Delta Live Tables’ Enhanced Autoscaling
Autoscaling is important for handling of cybersecurity data that are often spiky by its nature. For this blog post I specially selected Zeek logs as an example to demonstrate that it’s possible to build cost efficient data ingestion pipelines.
#databricks #zeek #deltalivetables #cybersecurity #apachespark
#databricks #zeek #deltalivetables #cybersecurity #apachespark
AWS Glue upgrades Spark engines, backs Ray framework - AWS Glue, a serverless data integration service provided by Amazon Web Services, showc... - https://www.infoworld.com/article/3681339/aws-glue-upgrades-spark-engines-backs-ray-framework.html#tk.rss_all #amazonwebservices #dataintegration #cloudcomputing #apachespark #python
#python #apachespark #cloudcomputing #dataintegration #amazonwebservices
This is a video on - Joins , Null Values and Built In Functions - 8th video of the playlist Apache Spark Developer Associate [ Databricks ]
The material is from the Databricks Academy. Please do subscribe , comment and lets learn together as a community.
#azuredatabricks #apachespark #apachesparkdeveloper #certifications
Objectives
✅ Apply built-in functions to generate data for new columns
✅ Apply DataFrame NA functions to handle null values
✅ Join DataFrames
#azuredatabricks #apachespark #apachesparkdeveloper #certifications
Blogged on topic of Databricks/Spark, Delta Lake and ingestion of indicators of compromise: https://alexott.blogspot.com/2022/10/ingesting-indicators-of-compromise-with.html
#cybersecurity #bigdata #apachespark #ioc #deltalake #databricks
#apachespark #cybersecurity #bigdata #ioc #DeltaLake #databricks
Today’s online Zoom lecture of my #BigData class is on using #PySpark for machine learning using Spark #ML and #dataframes for #classification and #regression. #MachineLearning #orms #python #DataScience #dataanalytics #jupyter #notebook #randomforest #logisticregression #apachespark
#apachespark #logisticregression #randomforest #notebook #jupyter #dataanalytics #datascience #python #orms #machinelearning #regression #classification #DataFrames #ml #PySpark #bigdata