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This is primarily a notebook to register the content I find worth saving and sharing. This is not a blog full of my well structured clever thoughts. However, if you find any, let me know =)

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Showing posts with the label TDWI

How to Use Data Preparation to Accelerate Cloud Data Lake Adoption

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This TDWI Checklist offers six steps for data preparation processes and solutions that can help accelerate cloud data lake adoption.

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Petr Travkin

About me

Data professional, architect and consultant with multi-year cross-industry field expertise in helping companies develop and implement enterprise data strategies and architectures. DataOps approach evangelist and adept at Data Governance. Always eager to connect and exchange ideas about building data-driven processes and organizations.

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Recommended Books

• Data Management at Scale (2020)
• The Data Management Toolkit (2019)
• Solutions Architect's Handbook (2020)
• Data Governance, 2nd edition (2019)
• Information Governance (2019)
• Graph Algorithms: Practical Examples (2019)
• The Enterprise Big Data Lake (2019)
• The Practice of Enterprise Architecture (2018)
• The Blockchain & New Architecture of Trust (2018)
• Exploiting Linked Data and Knowledge Graphs (2018)
• Infonomics (2017)
• Software Architecture for Big Data & Cloud (2017)
• Building Evolutionary Architectures (2017)
• Designing Data-Intensive Applications (2017)
• Hands-On Machine Learning (2017)
• High Performance Spark (2017)
• The New IT (2015)

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Big Data85 Machine Learning48 Analytics47 Data Management37 cloud35 Research33 AWS29 AI28 Hadoop27 Distributed Systems25

Microsoft25 Apache Spark24 Data Engineering24 Data Science23 Gartner23 usecase23 Data Governance22 IBM22 databases22 Apache Kafka20 performance20 Best Practices19 Data Integration19 opensource19 Google18 SAP18 Architecture17 Oracle17 Whats New17 Cloud Computing16 SQL16 TensorFlow16 NoSQL14 Python14 Stream processing13 algorithms13 Data Lake12 GCP12 SAS12 DataOps11 Deep Learning11 Hortonworks11 Data Visualization10 Snowflake10 Streaming10 Azure9 BI9 Cloudera9 HDFS9 Informatica9 Kubernetes9 Tibco9 metadata9 Data Discovery8 Databricks8 ETL8 Forrester8 IoT8 Java8 Real-time8 business8 storage8 Apache Hive7 Data Processing7 Data Quality7 EDW7 Tableau7 Talend7 caffe7 infrastructure7 strategy7 time7 Alteryx6 Apache Airflow6 Blockchain6 Cassandra6 Data Platform6 Dremio6 Netflix6 PyTorch6 Qlik6 Self-Service6 Teradata6 Trifacta6 benchmarking6 keras6 security6 software6 API5 Apache Flink5 Collibra5 Data Ingestion5 DevOps5 ElasticSearch5 MongoDB5 PostgreSQL5 R5 Sisense5 Uber5 consistency5 scalability5 testing5 transactions5 Alation4 Apache Arrow4 CDO4 Cloud Modernization4 Cloud migration4 Data Catalog4 Data Preparation4 Denodo4 Domo4 Emerging Tech4 H2Oai4 In-Memory4 Linux4 MemSQL4 MicroStrategy4 MySQL4 NLP4 Parquet4 Paxata4 Presto4 Serverless4 Zookeeper4 applications4 framework4 hardware4 monitoring4 trends4 ACID3 Apache Beam3 Apache NiFi3 Apache Pulsar3 Avro3 Business Capability3 DWH3 Data Lineage3 DataRobot3 DataStax3 Dataiku3 Datameer3 InformationBuilders3 Jupyter3 KNIME3 MPP3 MQTT3 MapR3 MapReduce3 MarkLogic3 MathWorks3 Microservices3 Neo4j3 OReilly3 Pentaho3 Pivotal3 Podium Data3 Project Management3 ThoughtSpot3 YARN3 Yellowfin3 automation3 development3 network3 operations3 replication3 scikitlearn3 vendors3 Aerospike2 Agile2 Alluxio2 Amazon2 Apache Livy2 BigQuery2 Business Architecture2 Cambridge Semantics2 Ceph2 DNS2 Data Architecture2 Data Observability2 Data Orchestration2 Data Product2 Data Strategy2 Data Wrangling2 Data migration2 Data.World2 Deeplearning4j2 Design2 Docker2 Druid2 Enterprise Information Management2 Facebook2 Fivetran2 Graph2 HBase2 HDP2 IBM Watson2 KSQL2 Looker2 Lore IO2 Lustre2 MDM2 Mahout2 Metadata Management2 MicroFocus2 NLTK2 ORC2 Ocean Protocol2 OpenStack2 Pandas2 PySpark2 Quantum computing2 REST2 Redis Labs2 Redshift2 SaaS2 Salesforce2 Scala2 Solution Architecture2 SparkSQL2 Splice Machine2 Spotify2 Statistics2 Syncsort2 TMMData2 Tamr2 Unifi2 VoltDB2 bugs2 cache2 compare2 compliance2 filesystem2 guide2 jobmarket2 salaries2 schema2 AIOps1 AMQP1 APM1 ASG1 AWK1 Acceldata1 Actian1 Airbnb1 Airbyte1 Alex Solutions1 Altair1 Amazon Redshift1 Anaconda1 Analytics engineering1 Angoss1 Apache Atlas1 Apache Calcite1 Apache Camel1 Apache Hudi1 Apache PredictionIO1 Apache Spark MLlib1 Apache Superset1 ArangoDB1 Azure Synapse1 BARC1 BIZBOK1 BTrDB1 Birst1 CData1 CICD1 CIO1 CPU1 CSA1 Calcite1 Cinchy1 ClearStoryData1 Cloudflare1 CoE1 Cognitive Computing1 Confluo1 CorfuDB1 CouchDB1 Couchbase1 Cypher1 DBaaS1 DaaS1 Data Acquisition1 Data 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