fnl.eshttps://fnl.es/fnl.es RSSVS Code Shortcutshttps://fnl.es/Tech/VS+Code+ShortcutsPlantUML entity and connector typeshttps://fnl.es/Tech/PlantUML+entity+and+connector+typesdirenv to configure environments by directoryhttps://fnl.es/Tech/Shell/direnv+to+configure+environments+by+directoryShell setuphttps://fnl.es/Tech/Shell/Shell+setupCommand provenance analysishttps://fnl.es/Tech/Shell/Command+provenance+analysisDocker setuphttps://fnl.es/Tech/Python/Project+Boilerplate/Docker+setupSample toxhttps://fnl.es/Tech/Python/Project+Boilerplate/Sample+tox.iniSample mypyhttps://fnl.es/Tech/Python/Project+Boilerplate/Sample+mypy.iniruffhttps://fnl.es/Tech/Python/Project+Boilerplate/ruff.iniProject setuphttps://fnl.es/Tech/Python/Project+Boilerplate/Project+setupAn Overviewhttps://fnl.es/Tech/Python/Project+Boilerplate/An+OverviewProject configurationhttps://fnl.es/Tech/Python/Project+Boilerplate/Project+configurationEnvironment setuphttps://fnl.es/Tech/Python/Project+Boilerplate/Environment+setupGit pre-commit hookshttps://fnl.es/Tech/Python/Project+Boilerplate/Git+pre-commit+hooksSample pyprojecthttps://fnl.es/Tech/Python/Project+Boilerplate/Sample+pyproject.tomlThread-based concurrency and Process-based parallelism in Pythonhttps://fnl.es/Tech/Python/Thread-based+concurrency+and+Process-based+parallelism+in+PythonMemory Profilinghttps://fnl.es/Tech/Python/Memory+ProfilingUsing WandB Artifactshttps://fnl.es/Tech/Python/Machine+Learning/Using+WandB+ArtifactsGradient Clippinghttps://fnl.es/Tech/Python/Machine+Learning/Gradient+ClippingVisualize histograms of all Pandas columshttps://fnl.es/Tech/Python/Data+Visualization/Visualize+histograms+of+all+Pandas+columsSpot correlations with a Pandas Scatter Matrixhttps://fnl.es/Tech/Python/Data+Visualization/Spot+correlations+with+a+Pandas+Scatter+MatrixProbability calibration displays with SciKit Learnhttps://fnl.es/Tech/Python/Data+Visualization/Probability+calibration+displays+with+SciKit+LearnPlot precision-recall with SciKit Learnhttps://fnl.es/Tech/Python/Data+Visualization/Plot+precision-recall+with+SciKit+LearnPlot ROC curves with SciKit Learnhttps://fnl.es/Tech/Python/Data+Visualization/Plot+ROC+curves+with+SciKit+Learn4-dimensional scatter plots in Pandashttps://fnl.es/Tech/Python/Data+Visualization/4-dimensional+scatter+plots+in+PandasStable splits of datasets with hasheshttps://fnl.es/Tech/Python/Data+Analytics/Stable+splits+of+datasets+with+hashesSelect only maxhttps://fnl.es/Tech/Python/Data+Analytics/Select+only+max.+values+in+groupsPlot a log-scaled x-axis for a log-transformed Pandas serieshttps://fnl.es/Tech/Python/Data+Analytics/Plot+a+log-scaled+x-axis+for+a+log-transformed++Pandas+seriesGroup event counts indexed by relative dayhttps://fnl.es/Tech/Python/Data+Analytics/Group+event+counts+indexed+by+relative+dayDisplay Pandas DataFrames as interactive tableshttps://fnl.es/Tech/Python/Data+Analytics/Display+Pandas+DataFrames+as+interactive+tablesAggregating Timeseries Data into Boxplotshttps://fnl.es/Tech/Python/Data+Analytics/Aggregating+Timeseries+Data+into+BoxplotsAdding median labels to Seaborn boxplotshttps://fnl.es/Tech/Python/Data+Analytics/Adding+median+labels+to+Seaborn+boxplotsRefresh DNS cachehttps://fnl.es/Tech/Networking/Refresh+DNS+cacheMonitor application-specific network usagehttps://fnl.es/Tech/Networking/Monitor+application-specific+network+usageMac Appshttps://fnl.es/Tech/MacOS/Mac+AppsSwitch Apple keyboard fn key behaviorhttps://fnl.es/Tech/MacOS/Switch+Apple+keyboard+fn+key+behaviorInstalling Tensorflow on Mac M1https://fnl.es/Tech/MacOS/Installing+Tensorflow+on+Mac+M1Homebrew packageshttps://fnl.es/Tech/MacOS/Homebrew+packagesApple deprecating old Macshttps://fnl.es/Tech/MacOS/Apple+deprecating+old+MacsVimdiff mergetoolhttps://fnl.es/Tech/Git/Vimdiff+mergetoolSquash and merge branch into mainhttps://fnl.es/Tech/Git/Squash+and+merge+branch+into+mainWrite IMG or ISO files to USB diskshttps://fnl.es/Tech/Linux/Write+IMG+or+ISO+files+to+USB+disksSpawn processes from a flatpak sandboxhttps://fnl.es/Tech/Linux/Spawn+processes+from+a+flatpak+sandboxRunning MongoDB on Linuxhttps://fnl.es/Tech/Linux/Running+MongoDB+on+LinuxPopOS blank screen after 20 secondshttps://fnl.es/Tech/Linux/PopOS+blank+screen+after+20+secondsList installed systemd serviceshttps://fnl.es/Tech/Linux/List+installed+systemd+servicesLinux apt packageshttps://fnl.es/Tech/Linux/Linux+apt+packagesFlatpak package updatehttps://fnl.es/Tech/Linux/Flatpak+package+updatenvm setuphttps://fnl.es/Tech/JavaScript/nvm+setupUseful npm packageshttps://fnl.es/Tech/JavaScript/Useful+npm+packagesSubtypinghttps://fnl.es/Tech/JavaScript/TypeScript/Subtyping4 Compiling - tsc (ts-node)https://fnl.es/Tech/JavaScript/TypeScript/Setup/4+Compiling+-+tsc+(ts-node)3 Code linting - eslinthttps://fnl.es/Tech/JavaScript/TypeScript/Setup/3+Code+linting+-+eslint2 Configuration - tsconfighttps://fnl.es/Tech/JavaScript/TypeScript/Setup/2+Configuration+-+tsconfig.jsonObject types and interfaceshttps://fnl.es/Tech/JavaScript/TypeScript/Object+types+and+interfacesNamed function parametershttps://fnl.es/Tech/JavaScript/TypeScript/Named+function+parametersClasseshttps://fnl.es/Tech/JavaScript/TypeScript/ClassesScala needs Java 1https://fnl.es/Tech/JVM/Scala+needs+Java+1.8SDKMAN setuphttps://fnl.es/Tech/JVM/SDKMAN+setupcluster_block_exception handlinghttps://fnl.es/Tech/Elasticsearch/cluster_block_exception+handlingQuerying all fieldshttps://fnl.es/Tech/Elasticsearch/API+Examples/Querying+all+fieldsReturn limited or no hitshttps://fnl.es/Tech/Elasticsearch/API+Examples/Return+limited+or+no+hitsQuerying with operatorshttps://fnl.es/Tech/Elasticsearch/API+Examples/Querying+with+operatorsQuerying multiple fieldshttps://fnl.es/Tech/Elasticsearch/API+Examples/Querying+multiple+fieldsCount unique ES field valueshttps://fnl.es/Tech/Elasticsearch/API+Examples/Count+unique+ES+field+valuesIndex' mappings and settingshttps://fnl.es/Tech/Elasticsearch/API+Examples/Index'+mappings+and+settingsHighlighting resultshttps://fnl.es/Tech/Elasticsearch/API+Examples/Highlighting+resultsExcluding large fieldshttps://fnl.es/Tech/Elasticsearch/API+Examples/Excluding+large+fieldsBasic queryhttps://fnl.es/Tech/Elasticsearch/API+Examples/Basic+queryCollecting random resultshttps://fnl.es/Tech/Elasticsearch/API+Examples/Collecting+random+resultsCluster status requestshttps://fnl.es/Tech/Elasticsearch/API+Examples/Cluster+status+requestsElasticsearch Tutorialshttps://fnl.es/Tech/Elasticsearch/Elasticsearch+TutorialsStrategyhttps://fnl.es/Tech/Design+Patterns/StrategyFactory Methodhttps://fnl.es/Tech/Design+Patterns/Factory+MethodSetting up GoogleTesthttps://fnl.es/Tech/C%2B%2B/Setting+up+GoogleTestSetting up Catch2https://fnl.es/Tech/C%2B%2B/Setting+up+Catch2CMake Boilerplate projecthttps://fnl.es/Tech/C%2B%2B/CMake+Boilerplate+projectC++ Project Structurehttps://fnl.es/Tech/C%2B%2B/C%2B%2B+Project+StructurePartiQL queries for DynamoDBhttps://fnl.es/Tech/AWS/PartiQL+queries+for+DynamoDBPsychological Safety Playbookhttps://fnl.es/Management/Teams/Psychological+Safety+PlaybookTeam Survey Questionshttps://fnl.es/Management/Teams/Team+Survey+QuestionsTeams vshttps://fnl.es/Management/Teams/Teams+vs.+Work+groupsPsychological Safetyhttps://fnl.es/Management/Teams/Psychological+SafetyPurpose - Why does our team exist?https://fnl.es/Management/Teams/Coaching/Purpose+-+Why+does+our+team+exist%3FCoaching Elementshttps://fnl.es/Management/Teams/Coaching/Coaching+Elements1on1 Topicshttps://fnl.es/Management/Teams/1on1+TopicsTaking better meeting noteshttps://fnl.es/Management/Taking+better+meeting+notesManager's Playbookhttps://fnl.es/Management/Manager's+PlaybookTeamworkhttps://fnl.es/Management/Lean/The+5+Values+of+Lean/TeamworkRespecthttps://fnl.es/Management/Lean/The+5+Values+of+Lean/RespectKaizenhttps://fnl.es/Management/Lean/The+5+Values+of+Lean/KaizenGenchi Genbutsuhttps://fnl.es/Management/Lean/The+5+Values+of+Lean/Genchi+GenbutsuChallengehttps://fnl.es/Management/Lean/The+5+Values+of+Lean/Challenge1 => Long-term philosophyhttps://fnl.es/Management/Lean/The+14+Principles+of+Lean/1+%3D%3E+Long-term+philosophy9-11 => Developing our people and partners adds value to the organizationhttps://fnl.es/Management/Lean/The+14+Principles+of+Lean/9-11+%3D%3E+Developing+our+people+and+partners+adds+value+to+the+organization2-8 => Right processes will produce the right resultshttps://fnl.es/Management/Lean/The+14+Principles+of+Lean/2-8+%3D%3E+Right+processes+will+produce+the+right+results12-14 => Continuously solving root problems drives organizational learninghttps://fnl.es/Management/Lean/The+14+Principles+of+Lean/12-14+%3D%3E+Continuously+solving+root+problems+drives+organizational+learningSimplicityhttps://fnl.es/Management/Extreme+Programming/The+Values+of+XP/SimplicityRespecthttps://fnl.es/Management/Extreme+Programming/The+Values+of+XP/RespectFeedbackhttps://fnl.es/Management/Extreme+Programming/The+Values+of+XP/FeedbackCouragehttps://fnl.es/Management/Extreme+Programming/The+Values+of+XP/CourageCommunicationhttps://fnl.es/Management/Extreme+Programming/The+Values+of+XP/CommunicationMake The Value Flowhttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Make+The+Value+FlowImprove Continuallyhttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Improve+ContinuallyWork In Iterationshttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Work+In+IterationsUse Lean Economicshttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Use+Lean+EconomicsTreat Problems As Opportunitieshttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Treat+Problems+As+OpportunitiesTake The Smallest Stephttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Take+The+Smallest+StepStrive For Qualityhttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Strive+For+QualityReflect Regularlyhttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Reflect+RegularlyProvide Mutual Benefithttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Provide+Mutual+BenefitBe Humanhttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Be+HumanHave Diversityhttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Have+DiversityEmbrace Failurehttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Embrace+FailureBe Redundanthttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Be+RedundantAccept Responsibilityhttps://fnl.es/Management/Extreme+Programming/The+Principles+of+XP/Accept+ResponsibilityThat Isn't What I Saidhttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/That+Isn't+What+I+SaidYour Baby Is Uglyhttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/Your+Baby+Is+UglyPair Programming Ruleshttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/Pair+Programming+RulesRemember The Ruleshttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/Remember+The+RulesLet's Try Your Idea Firsthttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/Let's+Try+Your+Idea+FirstPing Ponghttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/Ping+PongIt Isn't A Racehttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/It+Isn't+A+RaceNone Of The Abovehttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/None+Of+The+AboveNo Backseat Drivinghttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/No+Backseat+DrivingI Am Cutting You Off Nowhttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/I+Am+Cutting+You+Off+NowBrick To the Headhttps://fnl.es/Management/Extreme+Programming/Pair+Programming+Behavior/Brick+To+the+HeadEvent Storminghttps://fnl.es/Management/Domain-Driven+Design/Event+StormingDomain Eventshttps://fnl.es/Management/Domain-Driven+Design/Domain+EventsCommandshttps://fnl.es/Management/Domain-Driven+Design/CommandsCommunication Checklisthttps://fnl.es/Management/Communication/Communication+ChecklistHave a clear, single messagehttps://fnl.es/Management/Communication/Crafting+Great+Messages/Have+a+clear%2C+single+messageFigure out your "Why?" firsthttps://fnl.es/Management/Communication/Crafting+Great+Messages/Figure+out+your+%22Why%3F%22+firstMake your message emotional, interesting and memorablehttps://fnl.es/Management/Communication/Crafting+Great+Messages/Make+your+message+emotional%2C+interesting+and+memorableAlways lead with the "Why?"https://fnl.es/Management/Communication/Crafting+Great+Messages/Always+lead+with+the+%22Why%3F%22Communicate to establish trusthttps://fnl.es/Management/Communication/Crafting+Great+Messages/Communicate+to+establish+trustBe prepared for different outcomeshttps://fnl.es/Management/Communication/Crafting+Great+Messages/Be+prepared+for+different+outcomesWardley Mappinghttps://fnl.es/Management/Communication/Wardley+MappingStrive for Simplicity and Clarityhttps://fnl.es/Management/Communication/SUCCESsful+Stories/Strive+for+Simplicity+and+ClarityMake it Crediblehttps://fnl.es/Management/Communication/SUCCESsful+Stories/Make+it+CredibleMade to Stickhttps://fnl.es/Management/Communication/SUCCESsful+Stories/Made+to+StickKindle People's Empathyhttps://fnl.es/Management/Communication/SUCCESsful+Stories/Kindle+People's+EmpathyHave a Single Messagehttps://fnl.es/Management/Communication/SUCCESsful+Stories/Have+a+Single+MessageGo from Mystery to Insighthttps://fnl.es/Management/Communication/SUCCESsful+Stories/Go+from+Mystery+to+InsightEngage through Suspensehttps://fnl.es/Management/Communication/SUCCESsful+Stories/Engage+through+Suspense1on1 Topicshttps://fnl.es/Management/Communication/1on1+Topics8 Hallmarks of Great Managershttps://fnl.es/Management/8+Hallmarks+of+Great+Managers2014-09-11 Medline Kung-fuhttps://fnl.es/Blog/Programming/2014-09-11+Medline+Kung-fu2013-11-29 Set up a Go environment on OSXhttps://fnl.es/Blog/Programming/2013-11-29+Set+up+a+Go+environment+on+OSX2013-10-08 Concurrent Nodehttps://fnl.es/Blog/Programming/2013-10-08+Concurrent+Node.js2013-02-11 Setting up a Python stack on OSXhttps://fnl.es/Blog/Programming/2013-02-11+Setting+up+a+Python+stack+on+OSX2010-03-12 Rails RSpec auth-authhttps://fnl.es/Blog/Programming/2010-03-12+Rails+RSpec+auth-auth2009-04-27 Python 3 gets amazing Unicode supporthttps://fnl.es/Blog/Programming/2009-04-27+Python+3+gets+amazing+Unicode+support2007-09-07 Textmate Python and Django cheat sheethttps://fnl.es/Blog/Programming/2007-09-07+Textmate+Python+and+Django+cheat+sheet2009-05-25 Mobileme vs SugarSync vs Dropboxhttps://fnl.es/Blog/Other/2009-05-25+Mobileme+vs+SugarSync+vs+Dropbox2009-04-30 News, swines & pigshttps://fnl.es/Blog/Other/2009-04-30+News%2C+swines+%26+pigs2015-08-08 Foundational books on Data Sciencehttps://fnl.es/Blog/Machine+Learning/2015-08-08+Foundational+books+on+Data+Science2018-02-15 A quick Tensorflow referencehttps://fnl.es/Blog/Machine+Learning/2018-02-15+A+quick+Tensorflow+reference2015-04-06 A sequence tagger for GATEhttps://fnl.es/Blog/Machine+Learning/2015-04-06+A+sequence+tagger+for+GATE2015-01-12 segtokhttps://fnl.es/Blog/Machine+Learning/2015-01-12+segtok2014-10-02 Sequence Taggershttps://fnl.es/Blog/Machine+Learning/2014-10-02+Sequence+Taggers2014-07-07 An Introduction to Statistical Text Mininghttps://fnl.es/Blog/Machine+Learning/2014-07-07+An+Introduction+to+Statistical+Text+MiningCareer Summaryhttps://fnl.es/careerAbout mehttps://fnl.es/aboutAnki cardshttps://fnl.es/Personal/Anki+cardsFlorian's Bloghttps://fnl.es/blogAutomation - when is it worth it?https://fnl.es/Tech/Automation+-+when+is+it+worth+it%3FUML Connectorshttps://fnl.es/Tech/UML+ConnectorsSQL Joinshttps://fnl.es/Tech/SQL+Joinszsh issue with piphttps://fnl.es/Tech/Python/Package+managment/zsh+issue+with+pipUpload to PyPIhttps://fnl.es/Tech/Python/Package+managment/Upload+to+PyPIPython packageshttps://fnl.es/Tech/Python/Package+managment/Python+packagesPinning depdencieshttps://fnl.es/Tech/Python/Package+managment/Pinning+depdenciesStandalone venvhttps://fnl.es/Tech/Python/Environments/Standalone+venvPyEnv usagehttps://fnl.es/Tech/Python/Environments/PyEnv+usagePyEnv setuphttps://fnl.es/Tech/Python/Environments/PyEnv+setupMiniconda installationhttps://fnl.es/Tech/Python/Environments/Miniconda+installationConda usagehttps://fnl.es/Tech/Python/Environments/Conda+usageConda environmentshttps://fnl.es/Tech/Python/Environments/Conda+environmentsSeaborn plotting functions referencehttps://fnl.es/Tech/Python/Data+Visualization/Seaborn+plotting+functions+referenceDocker On OSXhttps://fnl.es/Tech/MacOS/Docker+On+OSXVersion-control your data with DVChttps://fnl.es/Tech/Git/Version-control+your+data+with+DVCAWS Lambda Tips and Noteshttps://fnl.es/Tech/AWS/AWS+Lambda+Tips+and+NotesContacthttps://fnl.es/Personal/ContactA SUCCESsful Storyhttps://fnl.es/Management/Communication/SUCCESsful+Stories/A+SUCCESsful+StorySMART OKR Goalshttps://fnl.es/Management/OKRs/SMART+OKR+GoalsHow John Doerr explained OKRshttps://fnl.es/Management/OKRs/How+John+Doerr+explained+OKRsFlorian's Generative Culture Testhttps://fnl.es/Management/Florian's+Generative+Culture+TestImproving the Health of Software Organizationshttps://fnl.es/Management/Software+Organizations/Improving+the+Health+of+Software+OrganizationsMonitoring the Health of Software Organizationshttps://fnl.es/Management/Software+Organizations/Monitoring+the+Health+of+Software+OrganizationsSoftware development mantrashttps://fnl.es/Management/Software+Organizations/Software+development+mantras3https://fnl.es/Management/Product+Playbook/3.0+-+Build+a+Fake+Prototype5https://fnl.es/Management/Product+Playbook/5.0+-+Full+Product+Development4https://fnl.es/Management/Product+Playbook/4.0+-+Iterate+from+MVE+to+MVP2https://fnl.es/Management/Product+Playbook/2.0+-+Validate+the+Project+with+Customers1https://fnl.es/Management/Product+Playbook/1.0+-+Define+the+Vision+with+LeadershipExternal Systemshttps://fnl.es/Management/Domain-Driven+Design/External+SystemsWelcome to Florian's Knowledge Basehttps://fnl.es/homeAn Overviewhttps://fnl.es/Management/Extreme+Programming/An+OverviewFourier Transformhttps://fnl.es/Science/Fourier+TransformThe Art of Thinking Clearlyhttps://fnl.es/Science/Psychology/The+Art+of+Thinking+ClearlyLadder of Inferencehttps://fnl.es/Science/Psychology/Ladder+of+InferenceText Classifiershttps://fnl.es/Science/NLP/Text+ClassifiersTop NERD Papershttps://fnl.es/Science/NLP/NERD/Top+NERD+PapersIndependent Disambiguationhttps://fnl.es/Science/NLP/NERD/Independent+DisambiguationDatasets for Company Entity Disambiguationhttps://fnl.es/Science/NLP/NERD/Datasets+for+Company+Entity+DisambiguationCollective Disambiguationhttps://fnl.es/Science/NLP/NERD/Collective+DisambiguationAAn Overviewhttps://fnl.es/Science/Machine+Learning/Antipatterns/AAn+OverviewTimeseries latencyhttps://fnl.es/Science/Machine+Learning/Antipatterns/Timeseries+latencyTemporal leakagehttps://fnl.es/Science/Machine+Learning/Antipatterns/Temporal+leakageRepeat-testinghttps://fnl.es/Science/Machine+Learning/Antipatterns/Repeat-testingPrivacy masking divergencehttps://fnl.es/Science/Machine+Learning/Antipatterns/Privacy+masking+divergenceOversampling leakagehttps://fnl.es/Science/Machine+Learning/Antipatterns/Oversampling+leakageNo monitoringhttps://fnl.es/Science/Machine+Learning/Antipatterns/No+monitoringNo model tuning logshttps://fnl.es/Science/Machine+Learning/Antipatterns/No+model+tuning+logsNo model analysishttps://fnl.es/Science/Machine+Learning/Antipatterns/No+model+analysisAggregation leakagehttps://fnl.es/Science/Machine+Learning/Antipatterns/Aggregation+leakageNERDhttps://fnl.es/Science/NLP/NERD/NERDLLM Techniqueshttps://fnl.es/Science/NLP/LLM+TechniquesHow to communicate when trust is lowhttps://fnl.es/Management/Communication/How+to+communicate+when+trust+is+lowIEEE 754 Floating Point Standardhttps://fnl.es/Tech/IEEE+754+Floating+Point+StandardUnderstanding LM Output via Token Saliencehttps://fnl.es/Science/NLP/Understanding+LM+Output+via+Token+SalienceLogical Fallacieshttps://fnl.es/Science/Psychology/Logical+FallaciesCognitive Biaseshttps://fnl.es/Science/Psychology/Cognitive+BiasesKarpman Drama Trianglehttps://fnl.es/Science/Psychology/Karpman+Drama+TriangleDefining Consciousnesshttps://fnl.es/Science/Psychology/Defining+ConsciousnessData Quality Metricshttps://fnl.es/Tech/Data+Quality+MetricsDeploying web services behind load balancershttps://fnl.es/Tech/Networking/Deploying+web+services+behind+load+balancersMachine learning algorithms classificationhttps://fnl.es/Science/Machine+Learning/Machine+learning+algorithms+classificationGuidelines for human-AI interactionshttps://fnl.es/Science/Machine+Learning/Guidelines+for+human-AI+interactionsTaking machine learning into productionhttps://fnl.es/Science/Machine+Learning/Taking+machine+learning+into+productionRelationship between learning rate and batch sizehttps://fnl.es/Science/Machine+Learning/Deep+Learning/Relationship+between+learning+rate+and+batch+sizeGrid vs random searchhttps://fnl.es/Science/Machine+Learning/Deep+Learning/Grid+vs+random+searchRanking evaluation metricshttps://fnl.es/Science/Machine+Learning/Evaluation/Ranking+evaluation+metricsMulti-class averaging approacheshttps://fnl.es/Science/Machine+Learning/Evaluation/Multi-class+averaging+approachesDiscrete evaluation measureshttps://fnl.es/Science/Machine+Learning/Evaluation/Discrete+evaluation+measuresFeature monitoring and alerting suggestionshttps://fnl.es/Science/Machine+Learning/Feature+monitoring+and+alerting+suggestionsPyCharm setuphttps://fnl.es/Tech/Python/PyCharm+setupPyTorch Toolchainhttps://fnl.es/Tech/Python/Machine+Learning/PyTorch+ToolchainAdam optimizer tipshttps://fnl.es/Science/Machine+Learning/Deep+Learning/Adam+optimizer+tipsLLM Taxonomyhttps://fnl.es/Science/NLP/LLM+TaxonomyLanguage Modelshttps://fnl.es/Science/NLP/Language+Modelsinithttps://fnl.es/Tech/Shell/init.vim+for+NeovimRubik’s Cube Cheatsheethttps://fnl.es/Personal/Rubik%E2%80%99s+Cube+CheatsheetBackbriefinghttps://fnl.es/Management/Communication/BackbriefingStructure and Clarityhttps://fnl.es/Management/Teams/5+Hallmarks+of+Effective+Teams/Structure+and+ClarityPsychological Safetyhttps://fnl.es/Management/Teams/5+Hallmarks+of+Effective+Teams/Psychological+SafetyMeaninghttps://fnl.es/Management/Teams/5+Hallmarks+of+Effective+Teams/MeaningImproving Team Effectivenesshttps://fnl.es/Management/Teams/5+Hallmarks+of+Effective+Teams/Improving+Team+EffectivenessImpacthttps://fnl.es/Management/Teams/5+Hallmarks+of+Effective+Teams/ImpactDependabilityhttps://fnl.es/Management/Teams/5+Hallmarks+of+Effective+Teams/Dependability8 Behaviors for Smarter Teamshttps://fnl.es/Management/Teams/8+Behaviors+for+Smarter+Teams3 Properties of Agile Teamshttps://fnl.es/Management/Teams/3+Properties+of+Agile+TeamsOne Minute Reprimandshttps://fnl.es/Management/1+Minute+Manager/One+Minute+ReprimandsOne Minute Praisingshttps://fnl.es/Management/1+Minute+Manager/One+Minute+PraisingsOne Minute Goalshttps://fnl.es/Management/1+Minute+Manager/One+Minute+GoalsA One Minute Managerhttps://fnl.es/Management/1+Minute+Manager/A+One+Minute+Manager4 Ways of Leadinghttps://fnl.es/Management/Teams/4+Ways+of+LeadingLet your workers leadhttps://fnl.es/Management/Teams/Coaching/Let+your+workers+leadThe Art of Actionhttps://fnl.es/Management/The+Art+of+ActionArchitectural Decision Recordhttps://fnl.es/Tech/Templates/Architectural+Decision+RecordSoftware Documentationhttps://fnl.es/Management/Software+Organizations/Software+DocumentationConjecture Recordhttps://fnl.es/Tech/Templates/Conjecture+RecordIncident report after outageshttps://fnl.es/Tech/Templates/Incident+report+after+outagesDesign Dochttps://fnl.es/Tech/Templates/Design+DocProject READMEhttps://fnl.es/Tech/Templates/Project+READMEConjecture Recordshttps://fnl.es/Management/Data+Science/Conjecture+RecordsDesign Documentshttps://fnl.es/Management/Software+Organizations/Design+DocumentsArchitectural Decision Recordshttps://fnl.es/Management/Software+Organizations/Architectural+Decision+RecordsMLOps tradeoff aspectshttps://fnl.es/Management/Data+Science/MLOps+tradeoff+aspectsTechnical Requirements to handle PIIhttps://fnl.es/Management/Software+Organizations/Technical+Requirements+to+handle+PIIAgile Strategyhttps://fnl.es/Management/Agile+StrategyBEEF up your feedbackhttps://fnl.es/Management/Communication/BEEF+up+your+feedbackMeeting frequencyhttps://fnl.es/Management/Communication/Meeting+frequencyJupyter environmenthttps://fnl.es/Tech/Python/Environments/Jupyter+environmentStrip Jupyter outputs as Git filter with jqhttps://fnl.es/Tech/Python/Data+Analytics/Strip+Jupyter+outputs+as+Git+filter+with+jqTeam Interview Questionshttps://fnl.es/Management/Teams/Team+Interview+QuestionsMachine Learning Interview Questionshttps://fnl.es/Management/Teams/Machine+Learning+Interview+QuestionsMeasuring Correlationshttps://fnl.es/Science/Statistics/Measuring+CorrelationsManagement Study Grouphttps://fnl.es/Management/Teams/Management+Study+GroupThe PDCA Cyclehttps://fnl.es/Management/Lean/The+PDCA+CycleThe OODA Loophttps://fnl.es/Management/Lean/The+OODA+LoopLorenz' Communication Cascade and Backbriefinghttps://fnl.es/Management/Communication/Lorenz'+Communication+Cascade+and+Backbriefing10 Glimpses of the Blindingly Obvioushttps://fnl.es/Management/10+Glimpses+of+the+Blindingly+ObviousRACI Matrixhttps://fnl.es/Management/Teams/RACI+MatrixThe PDSA Cyclehttps://fnl.es/Management/Lean/The+PDSA+Cycle5 Lean Capabilitieshttps://fnl.es/Management/Lean/5+Lean+CapabilitiesCode Review Pyramidhttps://fnl.es/Tech/Software+Development/Code+Review+PyramidContravariance and Covariancehttps://fnl.es/Tech/Software+Development/Contravariance+and+CovarianceTest Heuristics and Mnemonicshttps://fnl.es/Tech/Software+Development/Test+Heuristics+and+MnemonicsCanon TDDhttps://fnl.es/Tech/Software+Development/Canon+TDDPERT Time Estimateshttps://fnl.es/Tech/PERT+Time+EstimatesPersonalized Page Rank for Named Entity Disambiguationhttps://fnl.es/Science/Papers/NERD/Personalized+Page+Rank+for+Named+Entity+DisambiguationEvaluating the Impact of Knowledge Graph Context on Entity Disambiguation Modelshttps://fnl.es/Science/Papers/NERD/Evaluating+the+Impact+of+Knowledge+Graph+Context+on+Entity+Disambiguation+ModelsNamed Entity Extraction for Knowledge Graphs - A Literature Overviewhttps://fnl.es/Science/Papers/NERD/Named+Entity+Extraction+for+Knowledge+Graphs+-+A+Literature+OverviewOPRO - Large Language Models as Optimizershttps://fnl.es/Science/Papers/Prompt+Engineering/OPRO+-+Large+Language+Models+as+OptimizersPlan-and-Solve Promptinghttps://fnl.es/Science/Papers/Prompt+Engineering/Plan-and-Solve+PromptingReAct Promptinghttps://fnl.es/Science/Papers/Prompt+Engineering/ReAct+PromptingPrompt Tuninghttps://fnl.es/Science/Papers/Prompt+Engineering/Prompt+TuningChain-of-Thought Promptinghttps://fnl.es/Science/Papers/Prompt+Engineering/Chain-of-Thought+PromptingAutomatic Prompt Engineer (APE)https://fnl.es/Science/Papers/Prompt+Engineering/Automatic+Prompt+Engineer+(APE)P-Tuninghttps://fnl.es/Science/Papers/Prompt+Engineering/P-TuningDistilling Step-by-Stephttps://fnl.es/Science/Papers/LLM+Engineering/Distilling+Step-by-StepRecent Retrieval and Extraction Techniques as of 2023https://fnl.es/Science/NLP/Recent+Retrieval+and+Extraction+Techniques+as+of+2023The Eisenhower Matrixhttps://fnl.es/Management/The+Eisenhower+MatrixRULER Emotion Skillshttps://fnl.es/Science/Psychology/Emotions/RULER+Emotion+SkillsFeelings Lexiconhttps://fnl.es/Science/Psychology/Emotions/Feelings+LexiconMaking Better Commentshttps://fnl.es/Science/Psychology/Conversations/Making+Better+CommentsConversation Scoringhttps://fnl.es/Science/Psychology/Conversations/Conversation+ScoringRules of Civil Conversationhttps://fnl.es/Science/Psychology/Conversations/Rules+of+Civil+ConversationThe Five Secrets of Effective Communicationhttps://fnl.es/Science/Psychology/Conversations/The+Five+Secrets+of+Effective+CommunicationDecision Making Biases Checklisthttps://fnl.es/Science/Psychology/Decision+Making+Biases+ChecklistLocating Yourself on The Linehttps://fnl.es/Management/Conscious+Leadership/Locating+Yourself+on+The+LineBe Above the Linehttps://fnl.es/Management/Conscious+Leadership/Be+Above+the+LineWillingness Questionshttps://fnl.es/Management/Conscious+Leadership/Willingness+QuestionsDeming’s 5 Deadly Diseases of Organizationshttps://fnl.es/Management/Lean/Deming%E2%80%99s+5+Deadly+Diseases+of+OrganizationsOptimize the learning ratehttps://fnl.es/Science/Machine+Learning/Deep+Learning/Optimize+the+learning+rate1https://fnl.es/Management/Data+Science/ML+Project+Playbook/1.+Validate+the+objective2https://fnl.es/Management/Data+Science/ML+Project+Playbook/2.+Frame+the+problem0https://fnl.es/Management/Data+Science/ML+Project+Playbook/0.+An+OverviewExploratory Data Analysis (EDA) checklisthttps://fnl.es/Science/Statistics/Exploratory+Data+Analysis+(EDA)+checklistThe PPDAC Cyclehttps://fnl.es/Management/Data+Science/The+PPDAC+CycleLean Value Treehttps://fnl.es/Management/Lean/Lean+Value+Tree11https://fnl.es/Management/Data+Science/ML+Project+Playbook/11.+Launch%2C+monitor%2C+and+maintain10https://fnl.es/Management/Data+Science/ML+Project+Playbook/10.+Reflect+on+the+results9https://fnl.es/Management/Data+Science/ML+Project+Playbook/9.+Present+your+solution7https://fnl.es/Management/Data+Science/ML+Project+Playbook/7.+Explore+different+models6https://fnl.es/Management/Data+Science/ML+Project+Playbook/6.+Prepare+the+data5https://fnl.es/Management/Data+Science/ML+Project+Playbook/5.+Explore+the+data4https://fnl.es/Management/Data+Science/ML+Project+Playbook/4.+Get+the+data3https://fnl.es/Management/Data+Science/ML+Project+Playbook/3.+Plan+the+analysis8https://fnl.es/Management/Data+Science/ML+Project+Playbook/8.+Tune+your+models2024-04-04 My AI-assisted IDE pick is cursorhttps://fnl.es/Blog/Programming/2024-04-04+My+AI-assisted+IDE+pick+is+cursor.shHandling missing values in Pandashttps://fnl.es/Tech/Python/Data+Analytics/Handling+missing+values+in+PandasLurking Variablehttps://fnl.es/Science/Statistics/Types+of+Variables/Lurking+VariableLatent Variablehttps://fnl.es/Science/Statistics/Types+of+Variables/Latent+VariableIndependent Variablehttps://fnl.es/Science/Statistics/Types+of+Variables/Independent+VariableDependent Variablehttps://fnl.es/Science/Statistics/Types+of+Variables/Dependent+VariableControl Variablehttps://fnl.es/Science/Statistics/Types+of+Variables/Control+VariableConfounding Variablehttps://fnl.es/Science/Statistics/Types+of+Variables/Confounding+VariableInferring Causation from Observational Studieshttps://fnl.es/Science/Statistics/Inferring+Causation+from+Observational+StudiesMaking Inductive Inferenceshttps://fnl.es/Science/Statistics/Making+Inductive+InferencesConfidence Intervalhttps://fnl.es/Science/Statistics/Measures/Confidence+IntervalVariancehttps://fnl.es/Science/Statistics/Measures/VarianceSample Standard Deviationhttps://fnl.es/Science/Statistics/Measures/Sample+Standard+DeviationStandard Deviationhttps://fnl.es/Science/Statistics/Measures/Standard+DeviationSample Variancehttps://fnl.es/Science/Statistics/Measures/Sample+VarianceSample Meanhttps://fnl.es/Science/Statistics/Measures/Sample+MeanRequirements for fully Randomized Controlled Trialshttps://fnl.es/Science/Statistics/Requirements+for+fully+Randomized+Controlled+TrialsSurvey and Polling Pitfallshttps://fnl.es/Science/Statistics/Survey+and+Polling+PitfallsWorking with PySpark array columnshttps://fnl.es/Tech/Python/Data+Engineering/Working+with+PySpark+array+columnsCounting missing values in DataFrameshttps://fnl.es/Tech/Python/Data+Analytics/Counting+missing+values+in+DataFramesAB Test Sample Sizeshttps://fnl.es/Science/Statistics/AB+Test+Sample+SizesEffect Sizehttps://fnl.es/Science/Statistics/Effect+SizeStatistical Errorhttps://fnl.es/Science/Statistics/Statistical+ErrorPower and Significancehttps://fnl.es/Science/Statistics/Power+and+SignificanceAB Testing Questionnairehttps://fnl.es/Science/Statistics/AB+Testing+QuestionnaireCalculate the co-occurrence matrix with Pandashttps://fnl.es/Tech/Python/Data+Analytics/Calculate+the+co-occurrence+matrix+with+PandasImputation - when to use it?https://fnl.es/Science/Machine+Learning/Imputation+-+when+to+use+it%3FConfigure direnv for Poetryhttps://fnl.es/Tech/Python/Environments/Configure+direnv+for+PoetryPoetry usagehttps://fnl.es/Tech/Python/Environments/Poetry+usagePoetry setuphttps://fnl.es/Tech/Python/Environments/Poetry+setupSet up a Databricks-dbx projecthttps://fnl.es/Tech/Python/Data+Engineering/Set+up+a+Databricks-dbx+projectCreating PySpark notebookshttps://fnl.es/Tech/Python/Data+Engineering/Creating+PySpark+notebooksJupyter notebook preambleshttps://fnl.es/Tech/Python/Data+Analytics/Jupyter+notebook+preamblesUsing Pandas in Databrickshttps://fnl.es/Tech/Python/Data+Engineering/Using+Pandas+in+DatabricksHigh-performance Data Storage Formatshttps://fnl.es/Tech/Python/Data+Engineering/High-performance+Data+Storage+FormatsHigh-performance Pandas on GPU with cuDFhttps://fnl.es/Tech/Python/Data+Engineering/High-performance+Pandas+on+GPU+with+cuDFStandard Error of the Mean (SEM)https://fnl.es/Science/Statistics/Measures/Standard+Error+of+the+Mean+(SEM)Clopper-Pearson intervalshttps://fnl.es/Science/Statistics/Clopper-Pearson+intervalsRoot Cause Analysishttps://fnl.es/Management/Communication/Root+Cause+AnalysisValue Stream Mappinghttps://fnl.es/Management/Lean/Flow+Engineering/Value+Stream+MappingStrategy Briefing Templatehttps://fnl.es/Management/Communication/Templates/Strategy+Briefing+TemplateCoaching Katahttps://fnl.es/Management/Lean/Toyota+Kata/Coaching+KataImprovement Katahttps://fnl.es/Management/Lean/Toyota+Kata/Improvement+KataA Kata Starterhttps://fnl.es/Management/Lean/Toyota+Kata/A+Kata+StarterMeeting Note Templatehttps://fnl.es/Management/Communication/Templates/Meeting+Note+TemplateMeeting Summarization Prompthttps://fnl.es/Management/Communication/Templates/Meeting+Summarization+PromptUser Story Maphttps://fnl.es/Management/User+Story+Mapping/User+Story+MapAgile Conversationshttps://fnl.es/Management/Communication/Agile+ConversationsDatabricks Connect local sessions setuphttps://fnl.es/Tech/Python/Environments/Databricks+Connect+local+sessions+setupSituational Leadershiphttps://fnl.es/Management/Teams/Situational+LeadershipAsking Better Questionshttps://fnl.es/Science/Psychology/Conversations/Asking+Better+QuestionsTypes of sensitive datahttps://fnl.es/Management/Software+Organizations/Types+of+sensitive+dataImpact of strong performershttps://fnl.es/Management/OKRs/Impact+of+strong+performersMeasuring Timehttps://fnl.es/Management/OKRs/Measuring+TimeNine Rules of Debugginghttps://fnl.es/Tech/Software+Development/Nine+Rules+of+DebuggingOutcome Maphttps://fnl.es/Management/Lean/Flow+Engineering/Flow+Maps/Outcome+MapFuture State Maphttps://fnl.es/Management/Lean/Flow+Engineering/Flow+Maps/Future+State+MapFlow Roadmaphttps://fnl.es/Management/Lean/Flow+Engineering/Flow+Maps/Flow+RoadmapDependency Maphttps://fnl.es/Management/Lean/Flow+Engineering/Flow+Maps/Dependency+MapCurrent State Maphttps://fnl.es/Management/Lean/Flow+Engineering/Flow+Maps/Current+State+MapPrinciples of Value Stream Mappinghttps://fnl.es/Management/Lean/Flow+Engineering/Principles+of+Value+Stream+MappingPitfalls while Mapping Streamshttps://fnl.es/Management/Lean/Flow+Engineering/Pitfalls+while+Mapping+StreamsImproving Flow Efficiencyhttps://fnl.es/Management/Lean/Flow+Engineering/Improving+Flow+EfficiencyIdentifying Streams for Mappinghttps://fnl.es/Management/Lean/Flow+Engineering/Identifying+Streams+for+MappingProcess Analysis Katahttps://fnl.es/Management/Lean/Toyota+Kata/Process+Analysis+KataTarget Conditionshttps://fnl.es/Management/Lean/Toyota+Kata/Target+ConditionsOperating Patternshttps://fnl.es/Management/Lean/Toyota+Kata/Operating+PatternsThe Coaching Kata Questionshttps://fnl.es/Management/Lean/Toyota+Kata/The+Coaching+Kata+QuestionsObstacleshttps://fnl.es/Management/Lean/Toyota+Kata/ObstaclesReflection Questionshttps://fnl.es/Management/Lean/Toyota+Kata/Reflection+QuestionsPlanning the next Experimenthttps://fnl.es/Management/Lean/Toyota+Kata/Planning+the+next+ExperimentStoryboardhttps://fnl.es/Management/Lean/Toyota+Kata/StoryboardUnderstand the Challengehttps://fnl.es/Management/Lean/Toyota+Kata/Understand+the+ChallengeStarter Katahttps://fnl.es/Management/Lean/Toyota+Kata/Starter+Kata2024-06-22 Rules of Engagementhttps://fnl.es/Blog/Management/2024-06-22+Rules+of+Engagement2021-09-21 Lean, generative cultures and how to find themhttps://fnl.es/Blog/Management/2021-09-21+Lean%2C+generative+cultures+and+how+to+find+them2024-08-31 Predict & learn to lead above averagehttps://fnl.es/Blog/Management/2024-08-31+Predict+%26+learn+to+lead+above+average2024-08-26 The key to leading an effective teamhttps://fnl.es/Blog/Management/2024-08-26+The+key+to+leading+an+effective+teamExperiment Loghttps://fnl.es/Management/Lean/Toyota+Kata/Experiment+LogNarrowing and widening Pandas dataframeshttps://fnl.es/Tech/Python/Data+Analytics/Narrowing+and+widening+Pandas+dataframesSelecting data in Pandas dataframeshttps://fnl.es/Tech/Python/Data+Analytics/Selecting+data+in+Pandas+dataframesVisualize flowhttps://fnl.es/Science/Statistics/Data+Visualizations/Visualize+flowDisplay a trendhttps://fnl.es/Science/Statistics/Data+Visualizations/Display+a+trendCompare variableshttps://fnl.es/Science/Statistics/Data+Visualizations/Compare+variablesDepict a single valuehttps://fnl.es/Science/Statistics/Data+Visualizations/Depict+a+single+valuePart-to-whole chartshttps://fnl.es/Science/Statistics/Data+Visualizations/Part-to-whole+chartsCapture distributionshttps://fnl.es/Science/Statistics/Data+Visualizations/Capture+distributionsPower versus Respecthttps://fnl.es/Science/Psychology/Power+versus+RespectDesigning Teamshttps://fnl.es/Management/Teams/Coaching/Designing+TeamsFirst Principles Thinkinghttps://fnl.es/Science/Psychology/First+Principles+ThinkingInstrumental Variablehttps://fnl.es/Science/Statistics/Types+of+Variables/Instrumental+VariableOutlier Detectionhttps://fnl.es/Science/Statistics/Outlier+DetectionPropensity Score Matchinghttps://fnl.es/Science/Statistics/Causal+Inference+Methods/Propensity+Score+MatchingInstrument-based Causalityhttps://fnl.es/Science/Statistics/Causal+Inference+Methods/Instrument-based+CausalityDifference-in-Differenceshttps://fnl.es/Science/Statistics/Causal+Inference+Methods/Difference-in-DifferencesControlled Experimentshttps://fnl.es/Science/Statistics/Causal+Inference+Methods/Controlled+ExperimentsPromptshttps://fnl.es/Tech/Templates/PromptsAlgorithmic Complexity of ML Algoshttps://fnl.es/Science/Machine+Learning/Algorithmic+Complexity+of+ML+AlgosFacilitating Meetingshttps://fnl.es/Management/Communication/Meeting+Facilitator+Playbook/Facilitating+MeetingsMeeting Preparationshttps://fnl.es/Management/Communication/Meeting+Facilitator+Playbook/Meeting+PreparationsIntroduction & Backgroundhttps://fnl.es/Management/Communication/Meeting+Facilitator+Playbook/Introduction+%26+BackgroundMeeting Quality Assessmenthttps://fnl.es/Management/Communication/Meeting+Facilitator+Playbook/Meeting+Quality+AssessmentA Playbook Overviewhttps://fnl.es/Management/Communication/Meeting+Facilitator+Playbook/A+Playbook+OverviewAccountability Ladderhttps://fnl.es/Management/Teams/Accountability+LadderMutual Learning Cyclehttps://fnl.es/Management/Communication/Mutual+Learning+CycleA Problem-solving Modelhttps://fnl.es/Management/Teams/A+Problem-solving+ModelOvercoming The Five Dysfunctions of a Teamhttps://fnl.es/Management/Teams/5+Values+of+a+Mutual+Learning+Team/Overcoming+The+Five+Dysfunctions+of+a+TeamTrusthttps://fnl.es/Management/Teams/5+Values+of+a+Mutual+Learning+Team/TrustCommitmenthttps://fnl.es/Management/Teams/5+Values+of+a+Mutual+Learning+Team/CommitmentOpen To Conflicthttps://fnl.es/Management/Teams/5+Values+of+a+Mutual+Learning+Team/Open+To+ConflictAccountabilityhttps://fnl.es/Management/Teams/5+Values+of+a+Mutual+Learning+Team/AccountabilityResult-Drivenhttps://fnl.es/Management/Teams/5+Values+of+a+Mutual+Learning+Team/Result-DrivenAider setuphttps://fnl.es/Tech/Shell/Aider+setupPipx setuphttps://fnl.es/Tech/Python/Environments/Pipx+setupDebug certificate issues with Pythonhttps://fnl.es/Tech/Networking/Debug+certificate+issues+with+Pythonzsh-llm-suggestions setuphttps://fnl.es/Tech/Shell/zsh-llm-suggestions+setupShowing git branches in shell prompthttps://fnl.es/Tech/Shell/Showing+git+branches+in+shell+promptCore values of a Mutual Learning Mindsethttps://fnl.es/Management/Core+values+of+a+Mutual+Learning+MindsetClaude Code setuphttps://fnl.es/Tech/Shell/Claude+Code+setupQuick Jupyter Notebook with uvhttps://fnl.es/Tech/Python/Quick+Jupyter+Notebook+with+uvuv setup and Python versionshttps://fnl.es/Tech/Python/Environments/uv+setup+and+Python+versionsJSON validationhttps://fnl.es/Tech/Python/Prompt+Engineering/JSON+validationuv project setuphttps://fnl.es/Tech/Python/Project+Boilerplate/uv+project+setupuv project managementhttps://fnl.es/Tech/Python/Project+Boilerplate/uv+project+managementPydantic data validationhttps://fnl.es/Tech/Python/Data+Engineering/Pydantic+data+validationIntent-based Leadershiphttps://fnl.es/Management/Conscious+Leadership/Intent-based+Leadership2025-09-01 Mindset is all you need (in leadership)https://fnl.es/Blog/Management/2025-09-01+Mindset+is+all+you+need+(in+leadership)Rickover Principleshttps://fnl.es/Management/Rickover+PrinciplesPermanently add a group_by method to Pandashttps://fnl.es/Tech/Python/Data+Analytics/Permanently+add+a+group_by+method+to+PandasStrong Inferencehttps://fnl.es/Science/Strong+InferenceAlexhttps://fnl.es/AlexModernBert Bi-Encoder setuphttps://fnl.es/Tech/Python/Machine+Learning/ModernBert+Bi-Encoder+setupMission statement structuringhttps://fnl.es/Personal/Mission+statement+structuringThe Structure of Effective Teamshttps://fnl.es/Management/Teams/The+Structure+of+Effective+TeamsGenAI questions checklisthttps://fnl.es/Science/Machine+Learning/GenAI+questions+checklistSwiGLU in PyTorchhttps://fnl.es/Science/Machine+Learning/Deep+Learning/SwiGLU+in+PyTorchCross-project task prioritizationhttps://fnl.es/Management/Cross-project+task+prioritizationVerify CUDA device availabilityhttps://fnl.es/Tech/Python/Environments/Verify+CUDA+device+availability2025-11-29 AI Thrives Where Data Culture Liveshttps://fnl.es/Blog/Machine+Learning/2025-11-29+AI+Thrives+Where+Data+Culture+LivesPassword hashing algoshttps://fnl.es/Tech/Software+Development/Password+hashing+algosSafe file uploadshttps://fnl.es/Tech/Software+Development/Safe+file+uploadsModel deployment checklisthttps://fnl.es/Management/Data+Science/Model+deployment+checklistMunger's cognitive biases and countershttps://fnl.es/Science/Psychology/Munger's+cognitive+biases+and+countersOnly sample imbalanced TRAINING datahttps://fnl.es/Science/Machine+Learning/Only+sample+imbalanced+TRAINING+dataThe double descent risk curvehttps://fnl.es/Science/Machine+Learning/Deep+Learning/The+double+descent+risk+curveSafe handling of user-supplied URLshttps://fnl.es/Tech/Python/Safe+handling+of+user-supplied+URLsBasic logging confighttps://fnl.es/Tech/Python/Project+Boilerplate/Basic+logging+configAI Foundry model cost trackinghttps://fnl.es/Tech/Azure/AI+Foundry+model+cost+trackingnodehttps://fnl.es/Tech/JavaScript/node.js+package+manager+setupREPL - ts-nodehttps://fnl.es/Tech/JavaScript/TypeScript/Setup/REPL+-+ts-node6 Configuration - packagehttps://fnl.es/Tech/JavaScript/TypeScript/Setup/6+Configuration+-+package.json3 Code formatting - prettierhttps://fnl.es/Tech/JavaScript/TypeScript/Setup/3+Code+formatting+-+prettier5 Testing - vitesthttps://fnl.es/Tech/JavaScript/TypeScript/Setup/5+Testing+-+vitest1 Initialization - pnpm (yarn, npm)https://fnl.es/Tech/JavaScript/TypeScript/Setup/1+Initialization+-+pnpm+(yarn%2C+npm)Productive conflict in meetingshttps://fnl.es/Management/Communication/Productive+conflict+in+meetingsEmergency responsehttps://fnl.es/Management/Communication/Emergency+responseIdentifying Known Vulnerable Components with SBOMs and SVA toolshttps://fnl.es/Tech/Software+Development/Identifying+Known+Vulnerable+Components+with+SBOMs+and+SVA+tools2026-01-10 The rise of Agentic Context Engineeringhttps://fnl.es/Blog/Programming/2026-01-10+The+rise+of+Agentic+Context+Engineering2026-01-14 A primer on RAG, 2026 editionhttps://fnl.es/Blog/Machine+Learning/2026-01-14+A+primer+on+RAG%2C+2026+edition2026-01-12 Context engineering combats context rothttps://fnl.es/Blog/Machine+Learning/2026-01-12+Context+engineering+combats+context+rotBayes Theoremhttps://fnl.es/Science/Statistics/Bayes+TheoremData Governancehttps://fnl.es/Management/Data+GovernanceSticky Messageshttps://fnl.es/Management/Communication/Sticky+MessagesDocumentation and READMEshttps://fnl.es/Tech/Software+Development/Documentation+and+READMEsLangFuse JSON upload to S3 failedhttps://fnl.es/Tech/LangFuse+JSON+upload+to+S3+failedVector DB index choiceshttps://fnl.es/Science/Machine+Learning/Vector+DB+index+choicesTraininghttps://fnl.es/Science/Machine+Learning/Deep+Learning/Unsloth+PEFT/TrainingModel Loadinghttps://fnl.es/Science/Machine+Learning/Deep+Learning/Unsloth+PEFT/Model+LoadingModel Choicehttps://fnl.es/Science/Machine+Learning/Deep+Learning/Unsloth+PEFT/Model+ChoiceRecover from broken PopOS updatehttps://fnl.es/Tech/Recover+from+broken+PopOS+updateRotation-based Quantizationhttps://fnl.es/Science/Machine+Learning/Deep+Learning/Rotation-based+QuantizationSetups and basicshttps://fnl.es/Tech/Elasticsearch/Setups+and+basicsConcurrencyhttps://fnl.es/Tech/Databases/SQLite/ConcurrencyColab Usagehttps://fnl.es/Science/Machine+Learning/Deep+Learning/Unsloth+PEFT/Colab+UsageLanguage Agentshttps://fnl.es/Science/NLP/Language+Agents2026-06-06 Harness Engineering out of the boxhttps://fnl.es/Blog/Programming/2026-06-06+Harness+Engineering+out+of+the+boxTranslation frameworkhttps://fnl.es/Tech/Translation+frameworkContainers with Podmanhttps://fnl.es/Tech/Docker/Containers+with+PodmanContainers with 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