Module 1: Introduction to PythonCopy

Module 2: Writing and Executing Your First Python ProgramCopy

Module 3: Python Language FundamentalsCopy

Module 5: Python Conditional StatementsCopy

Module 6: Looping StatementsCopy

Module 4: Standard Data TypesCopy

Module 7: String HandlingCopy

Module 8: Python ListCopy

Module 10: Python SetCopy

Module 9: Python TupleCopy

Module 11: Python DictionaryCopy

Module 12: Python FunctionsCopy

Module 13: Modules & PackagesCopy

Module 14: File I/OCopy

Module 15: Object Oriented ProgrammingCopy

Module 16: Exception HandlingCopy

Module 17: Regular Expressions (Regex)Copy

PYTHONCopy

Module 1 Introduction to Python (Assignment Questions)Copy

Module 2 Writing and Executing Your First Python Program (Assignment Questions)Copy

Module 3 Python Language Fundamentals(Assignment Questions)Copy

Module 4 Standard Data Types (Assignment Questions)Copy

Module 5 Python Conditional Statements (Assignment Questions)Copy

Module 6 Looping Statements (Assignment Questions)Copy

Module 7 String Handling (Assignment Questions)Copy

Module 8 Python List (Assignment Questions)Copy

Module 9 Python Tuple (Assignment Questions)Copy

Module 10 Python Set & Frozenset (Assignment Questions)Copy

Module 11 Python Dictionary (Assignment Questions)Copy

Module 12 Python Functions (Assignment Questions)Copy

Module 13 Modules & Packages (Assignment Questions)Copy

Module 14 File IO (Assignment Questions)Copy

Module 15 Object Oriented Programming (Assignment Questions)Copy

Module 16 Exception Handling (Assignment Questions)Copy

Module 17 Regular Expressions (Regex) (Assignment Questions)Copy

Module 1: SQL BasicsCopy

Module 2: DML, DDL & DQLCopy

Module 3: SQL ConstraintsCopy

Module 4: Querying DataCopy

Module 5: SQL JoinsCopy

Module 6: SQL FunctionsCopy

Module 7: Aggregate Functions and GroupingCopy

Module 8: Subqueries and Nested QueriesCopy

Module 9: Window FunctionsCopy

Module 10: Indexing and Performance OptimizationCopy

Module 11: Data Warehousing ConceptsCopy

Module 1 SQL Basics (Assignment Questions)Copy

Module 2 DML, DDL & DQL (Assignment Questions)Copy

Module 3 SQL Constraints (Assignment Questions)Copy

Module 4 Querying Data Assignment QuestionsCopy

Module 5 SQL Joins (Assignment Questions)Copy

Module 6 SQL Functions (Assignment Questions)Copy

Module 7 Aggregate Functions and Grouping (Assignment Questions)Copy

Module 8 Subqueries and Nested Queries (Assignment Questions)Copy

Module 9 Window Functions (Assignment Questions)Copy

Module 10 Indexing and Performance Optimization (Assignment Questions)Copy

Module 11 Data Warehousing Concepts (Assignment Questions)Copy

SQL (Structured Query Language)Copy

Module 1: NumPy for Numerical ComputingCopy

Module 2: Pandas for Data ManipulationCopy

Module 3: Data Visualization with MatplotlibCopy

Module 4:Data Visualization with SeabornCopy

Module 5: Practical Applications and Case StudiesCopy

Module 1 NumPy for Numerical Computing(Assignment Questions)Copy

Module 2 Pandas for Data Manipulation (Assignment Questions)Copy

Module 3 Data Visualization with Matplotlib (Assignment Questions)Copy

Module 4 Data Visualization with Seaborn (Assignment Questions)Copy

Module 5 Practical Applications and Case Studies (Assignment Questions)Copy

PYTHON LIBRARIESCopy

Module 1: Introduction to StatisticsCopy

Module 2: Understanding Population and SamplesCopy

Module 3: Measures of Central Tendency and DispersionCopy

Module 4: Probability and Probability DistributionsCopy

Module 5: Hypothesis TestingCopy

Module 1 Introduction to Statistics (Assignment Questions)Copy

Module 2 Understanding Population and Samples (Assignment Questions)Copy

Module 3 Measures of Central Tendency and Dispersion (Assignment Questions)Copy

Module 4 Probability and Probability Distributions (Assignment Questions)Copy

Module 5 Hypothesis Testing (Assignment Questions)Copy

STATISTICSCopy

Module 1: Introduction to Machine LearningCopy

Module 2: Supervised LearningCopy

Module 3: Unsupervised LearningCopy

Module 4: Support Vector Machines (SVM)Copy

Module 5: Decision Tree ClassificationCopy

Module 6: Ensemble LearningCopy

Module 7: Model Selection TechniquesCopy

Module 8: Recommendation SystemsCopy

Module 9: Text AnalysisCopy

Module 10: Dimensionality ReductionCopy

Module 11: OpenCVCopy

Module 1 Introduction to Machine Learning (Assignment Questions)Copy

Module 2 Supervised Learning (Assignment Questions)Copy

Module 3 Unsupervised Learning (Assignment Questions)Copy

Module 4 Support Vector Machines (SVM) (Assignment Questions)Copy

Module 5 Decision Tree Classification (Assignment Questions)Copy

Module 6 Ensemble Learning (Assignment Questions)Copy

Module 7 Model Selection Techniques (Assignment Questions)Copy

Module 8 Recommendation Systems (Assignment Questions)Copy

Module 9 Text Analysis (Assignment Questions)Copy

Module 10 Dimensionality Reduction (Assignment Questions)Copy

Module 11 OpenCV (Assignment Questions)Copy

MACHINE LEARNINGCopy

Module 1: Introduction to Artificial Neural NetworksCopy

Module 2: Introduction to Deep LearningCopy

Module 3: TensorFlow BasicsCopy

Module 4: OptimizersCopy

Module 5: Activation FunctionsCopy

Module 6: Building Artificial Neural NetworksCopy

Module 7: Modern Deep Learning Optimizers and RegularizationCopy

Module 8: Building Deep Neural Networks Using KerasCopy

Module 9: Convolutional Neural Networks (CNNs)Copy

Module 10: Word EmbeddingCopy

Module 11: Recurrent Neural Networks (RNNs)Copy

Module 12: Generative Adversarial Networks (GANs)Copy

Module 13: Speech Recognition APIsCopy

Module 1 Introduction to Artificial Neural Networks (Assignment Questions)Copy

Module 2 Introduction to Deep Learning (Assignment Questions)Copy

Module 3 TensorFlow Basics (Assignment Questions)Copy

Module 4 Optimizers (Assignment Questions)Copy

Module 5 Activation Functions (Assignment Questions)Copy

Module 6 Building Artificial Neural Networks (Assignment Questions)Copy

Module 7 Modern Deep Learning Optimizers and Regularization (Assignment Questions)Copy

Module 9 Convolutional Neural Networks (CNNs) (Assignment Questions)Copy

Module 10 Word Embedding (Assignment Questions)Copy

Module 11 Recurrent Neural Networks (RNNs) (Assignment Questions)Copy

Module 8 Building Deep Neural Networks Using Keras (Assignment Questions)Copy

Module 12 Generative Adversarial Networks (GANs) (Assignment Questions)Copy

Module 13 Speech Recognition APIs (Assignment Questions)Copy

Deep Learning & Neural NetworksCopy

Choose (Any 2)Copy

Module 1: Excel Basics and CustomizationCopy

Module 2: Advanced Functions and FormulasCopy

Module 3: Data Validation TechniquesCopy

Module 4: Data Organization and AnalysisCopy

Module 5: Power Functions for Data AnalyticsCopy

Module 6: Data Visualization TechniquesCopy

Module 7: Macros and AutomationCopy

Module 8: What-If Analysis ToolsCopy

Module 9: New Features and Enhancements in ExcelCopy

Module 1 Excel Basics and Customization (Assignment Questions)Copy

Module 2 Advanced Functions and Formulas (Assignment Questions)Copy

Module 3 Data Validation Techniques (Assignment Questions)Copy

Module 4 Data Organization and Analysis (Assignment Questions)Copy

Module 5 Power Functions for Data Analytics (Assignment Questions)Copy

Module 6 Data Visualization Techniques (Assignment Questions)Copy

Module 7 Macros and Automation (Assignment questions)Copy

Module 8 What-If Analysis Tools (Assignment Questions)Copy

Module 9 New Features and Enhancements in Excel (Assignment Questions)Copy

ADVANCE EXCELCopy

Module 1: Tableau OverviewCopy

Module 2: Data SourcesCopy

Module 3: WorksheetsCopy

Module 4: CalculationsCopy

Module 5: Sorting & FilteringCopy

Module 6: Data VisualizationCopy

Module 7: ProjectsCopy

Module 1 Tableau Overview (Assignment Questions)Copy

Module 2 Data Sources (Assignment Questions)Copy

Module 3 Worksheets (Assignment Questions)Copy

Module 4 Calculations (Assignment Questions)Copy

Module 5 Sorting & Filtering (Assignment Questions)Copy

Module 6 Data Visualization (Assignment Questions)Copy

TableauCopy

Module 1: Introduction to Power BICopy

Module 2: Data VisualizationCopy

Module 3: Power BI Service, Publishing & SharingCopy

Module 4: Data TransformationCopy

Module 5: Data Modeling & DAXCopy

Module 1 Introduction to Power BI (Assignment Questions)Copy

Module 2 Data Visualization (Assignment Questions)Copy

Module 3 Power BI Service, Publishing & Sharing (Assignment Questions)Copy

Module 4 Data Transformation (Assignment Questions)Copy

Module 5 Data Modeling & DAX (Assignment Questions)Copy

Power BICopy

Data Science Using Python(Final Quiz)Copy

Data Science Final TestCopy