Python: Basic to Advanced0%BeginnerPython from Zero to Hero.5 Modules21 Topics92 ExercisesView Course Modules in Python: Basic to AdvancedFundamentalsIntroduction to PythonVariables and Data TypesPython OperatorsString Data and MethodsInput, Output & CommentsData StructuresList and List MethodsTuples and Tuple MethodsSets and Set MethodsDictionaries and its MethodsControl FlowConditional StatementsFunction BasicsLoopsAdvance FunctionsIterator and GeneratorsFile, Error, OOPFile HandlingError HandlingObject Oriented ProgrammingLibrary, SQL, GitPython LibrariesSQL in PythonGit and GitHubProjects
Data Science and ML0%IntermediateClean, Visualize and Train Data10 Modules33 Topics66 ExercisesView Course Modules in Data Science and MLFoundationIntroduction and ToolBoxDescriptive StatisticsNumPy: BasicsNumPy: Data GenerationNumPy: Transforming DataSQL & DatabasesBasic SQLIntermediate SQLProcessing DataRegex ConceptsRegex in PythonPandas: Loading Data & EDADataFrame OperationsData Cleaning with PandasData VisualizationData Visualization ConceptsMatplotlibSeabornTableauStatisticsProbability DistributionsHypothesis TestingMachine LearningML ConceptsScaling and EncodingModel Evaluation TechniquesSupervised LearningK-Nearest Neighbors (KNN)Support Vector MachinesLinear RegressionLogistic RegressionModel Tuning & PipelineUnsupervised LearningK-means ClusteringPrincipal Component AnalysisNatural Language ProcessingLLMs and Gen AIPrompt EngineeringHuggingface TransformersModel DeploymentStreamlitFastAPI
