"Skills are the currency of the future." - Brad Montgomery
Data Management and Warehousing
Big Data and Distributed Computing
Programming Languages
Database Technologies
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Couchbase
BigQueryOraclePostgreSQLApache CassandraTeradataNeo4jMongoDBMySQLHBaseHiveSnowflake
Data Science Libraries
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NumPy
pandasscikit-learnTensorFlowPyTorchKerasTransformersLangchainBeautiful SoupScrapySciPy
Machine Learning
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Statistical Analysis
Supervised LearningUnsuperivsed LearningClusteringData MiningNLPSentiment AnalysisText SummarizationFeature EngineeringDimentionality ReductionRegression AnalysisClassification AnalysisTime Series AnalysisDeep LearningFine-tuning LLMs
Cloud Platforms and Services
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Amazon Web Services
AWS S3AWS EMRAWS EC2Microsoft AzureGoogle Cloud PlatformGCP Pub/SubGCP DataProcGCP DataFlowGCP DataStoreCloudera
Software Development and Tools
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GitHub
GitVisual Studio CodeJupyterPyCharmIntelliJ IDEARStudioEclipse IDEGoogle ColabDeepnoteNotepad++JiraConfluenceMavenJenkinsMarkdown