JRL - Digital Garden 🌿
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Welcome to my Digital Garden! 🍀🐕‍🦺

This is my digital garden where I keep notes (taken using Obsidian.md) from topics I am interested in:

  • Data Science
  • Programming with Python and R
  • Machine Learning and Deep Learning
  • Containers and Orchestration
  • Courses and Certificates

Click on some note in the graph below and start navigating.

Databricks WorkflowsDelta Live TablesFrobenius NormAlphafoldDeepbarFirst StepsMd TrayectoriesC1. Fundamentals IntroductionC1. Introduction To Apache...C1. Sparks Distributed SystemC1. Apache Spark ProgrammingC1. Introduction To PysparkC2. Big Data Fundamentals With...C3. Cleaning Data With SparkC5. Ml With SparkPractice ExamW4 AssingmentW4 Data LeakageW4 Gradient BoostingW4 Naive BayesW4 Neuralnetworks HighlightsW4 Random Forest1. Time Series In Pandas2. Basic Time Series Metrics...DataC1. Analyzing Marketing...C2. Analyzing Social Media...Sql IntroductionC1 Introduction To Sql ServerSql Aggregating DataSql Crud BasicsSql Joining Tables1. Case Statement1. Summarizing Data2. Complex Queries3. Window Fucntions1. Dates And Times2. Formatting Dates For...3. Calendar Tables4. Building Dates5. Handling Invalid Dates6. Aggregation Functions For...7. Window Agg Functions1. Chossing The Appropiate...2. Functions For Date And Time3. Working With Strings4. Agg Arithmetic FunctionSql Business And Finance1. The World Bank's...2. The Ten Best Selling Video...Sql GlossaryDatacamp Airflow Course1. Curso En EspañolExam Prep Az 900Explain Azure DatabricksAirflow Installation And Quick...Docker Intorduction Course1. Creating And Using...2. First Steps On Containers3. Docker Networks1. Container Images2. Image Tagging3. Building Images Dcokerfile4. Quiz Docker ImagesContainer Lifetime And...Introduction To HpcWorking On A Remote Hpc SystemWorking With The SchedulerDocker For App PackagingC4 Gradient DescentNn Weigth InitializationP2 Chapter 10OptimalityOptimization FormulationPart 1 Annotating Code With...Untitled 1Adversary In The Middle AttackHacker Slang And Hacker...Business E Mail CompromiseFederal Trade CommissionNist Cybersecurity FrameworkPhishingPhysical SecurityRansomwareSecure Remote Access1. What Is CybersecurityThink Like A HackerC1. Introduction To Power BiC2. Introduction To Dax In...C3. Data Visualization With...C4. Job Market AnalysisC5. Data Preparation In Power...C6. Data Modelling With...Intermediate Data...C1. Introduction To TableauClasejueves7abrilClasemartes13abrilGradcamGradcam Mariano RiveraSeq2seqAws And Boto3Advance Keras For...Biomedical Image AnalysisFeature Eng For NlpHyperparameter Tunning In...Image Processing In PythonKaggle Competition In PythonLinear RegressionNlp Feature EngineeringPracticing Coding Interview...Regular Expressions PythonTime Series Analysis In PythonIntroduction To Natural...Ml And Data By Andrew NgNanodegree Details UdacitySetting Up Your Computer...Ml Overview Udacity10. Project 1 Finding Donors...Linear Regression UdacityPerceptron Algorithms Notes...Decision Trees UdacityBayesian Inference Solution...Naive Bayes Notes UdacitySvm Notes UdacitySvm Recap UdacityEnsemble Methods UdacityModel Evaluation Metrics...Recap Notes Metrics UdacityTraining And Tuning UdacityFinal Assessment UdacityUdacity Tensorflow...ExamplesIntroductionLesson OutlineGenerative AiMl With AwsAdvanced TopicsDecoratorsGaussian ClassInheritanceMaking A PackageObject Oriented ProgrammingPython EnvironmentsQuizzesDocumentation And DocstringsModel VersioningRefactoring And ModularizationVersion ControlCode ReviewsReadmeTesting And LogsTerminology Ml Aws UdacityA. The Hello World Of Neural...B. Ai Recommendation PracticesC. Intorduction To Computer...D. Using Callbacks To Control...E. ⭐️ Intro To Cnns Fashion...E. ⭐️ Standard Cnn KerasF. ⭐️ Visualizing ConvolutionsG. ⭐️ Cnn Using Real World...H. ⭐️ Visualize Cnn...1. Nlp General Notes2. Embeddings3. Sarcasm Classifier4. Pre Tokenized Datasets 15. Sequence Models6. Using A Cnn7. Gru Lstm And Cnn8. Generative Models Sequence...Ex. Bbc News Archive📦 Tensorflow Datasets1. W1 Sequences And Prediction10. W3 Rnn Adjusted Learning...11. W3 Lstm Adjusted Learning12. W3 Quiz2. W1 Introduction To Time...3. W1 Train, Validation And...4. W1 Performance Metrics5. W1 Basic Forecasting6. W2 Nn For Time Series7. W3 Rnn For Time Series8. W3 Keras Lambda Layers9. W3 Adjusting The Learning...Rnn And Keras DatacampTensoflow CertificationTensorflow GuideBatch NormalizationDeeplearning FrameworksExponentially Weighted...Gradient CheckingHyperparameter TuningLocal OptimaMulticlass ClassificationOptimizersRegularizationW3 Exercicie Tensorflow🤓 Questions1. Ml Strategy2. Setting Up The Goal3. Improving Model Performance4. Ex Bird Recognition In The...5. Error Analysis6. Mismatched Training And Dev...7. Transfer Learning9. End 2 End Deep Learning1. W1 Cnn10. W2 Efficientnet11. W2 Practical Advice For...12. W2. Assignment Resnet13. W2. Assignment Mobilenet14. W3 Detection Algorithms15. W3 Yolo Algorithm17. W3 Assignment Yolo18. W3 Assignment U Net19. W4 Face Recognition2. W1 Ex Cnn Numpy20. W4 One Shot Learning21. W4 Siamese Network22. W4 Neural Style Transfer23. W4 1d And 3d...24. W4 Quiz25. W4 Assignment Face...26. W4 Assignment Style...3. W1 Ex Backpropagation In...4. W1 Ex Cnn Keras5. W2 Classic Cnn6. W2 Resnets7. W2 1x1 Convolutions8. W2 Inception Network9. W2 MobilenetU Net1. W1 Intro Sequence Models10. W1 Assignment Rnn11. W1 Assignment Lstm12. W1 Assignment Dinasours13. W1 Assingment Writting...14. W1 Assignment Jazz Qith...2. W1 Recurrent Neural Network3. W1 Sequence Generation4. W1 Vanishing Gradients With...5. W1 Grn6. W1 Lstm7. W1 Bidirectional Rnn8. W1 Deeper Rnn9. W1 Quizz Rnn15. W2 Introduction To Word...16. W2 Learning Word...17. W2 Word2vect18. W2 Glove19. W2 Sentiment...20. W2 Debiasing Word...21. W2 Quizz Word Embeddings22. W2 Assignment Word Vectors23. W2 Assignment Debiasing...24. W2 Assignment Emogify25. W3 Sequence To Sequence26. W3 Beam Search27. W3 Attention Model28. W3 Speech Recognition29. W3 Quiz Attention And Seq...30. W3 Assignment Neural...31. W3 Trigger Word Detection32. W4 Transformer Networks33. W4 Quiz Transformers34. W4 Assignment Transformer...Intro To DatabricksLakehouse FundamentalsAutoloader DatabricksMedallion ArchitectureMerge And Incremental Append

Acknowledgements

Based on this GitHub repository by @vaillancourtmax