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Data Lake Concept | Advanced Data Analytics & Business Intelligence | CS513_Topic089
CS513 — Advanced Data Analytics and Business Intelligence
Other Lectures
Introduction: Advanced Data Analytics and Business Intelligence | CS513_Topic001Fundamentals of Data Analytics and Business Intelligence | CS513_Topic002The Role of Data Analytics in Modern Business | CS513_Topic003Types of Data Analytics and BI Techniques | Data Analytics & Business Intelligence | CS513_Topic004Challenges in Implementing Data Analytics and BI | CS513_Topic005Role of Data Analytics in Business Decision Making | CS513_Topic006Enhancing Customer Insights and Personalization | CS513_Topic007Optimizing Operational Efficiency | Advanced Data Analytics & Business Intelligence | CS513_Topic008Risk Management & Fraud Detection | Advanced Data Analytics & Business Intelligence | CS513 Topic009Strategic Planning and Forecasting | Data Analytics and Business Intelligence | CS513_Topic010Corporate Performance Management | Advanced Data Analytics & Business Intelligence | CS513_Topic011Overview of EDW-BI Systems and Architecture | CS513_Topic012Fundamentals of Enterprise Data Warehouse | CS513_Topic013Data Integration and ETL Process | ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic014Data Modeling and Schema Design in EDW | CS513_Topic015Data Governance and Security in EDW | ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic016Data Collection and Perpetration |ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic017Identification of Data Sources | ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic018Data Collection Methods |ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic019Data Privacy Security and Compliance | ADVANCED DATAANALYTICS BUSINESSINTELLIGENCE | CS513_Topic020Data Warehousing and Data Lakes | Advanced Data Analytics and Business Intelligence | CS513_Topic021Data Ingestion and Processing | ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic022Data Warehousing and Data Lakes | ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic023Data Cleaning & Transformation | ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | CS513_Topic024ADVANCED DATAANALYTICS BUSINESSINTELLIGENCE| Data Normalization & Standardization |CS513_Topic025ADVANCED DATAANALYTICS & BUSINESSINTELLIGENCE | Outlier Detection And Handling | CS513_Topic026ADVANCED DATAANALYTICS BUSINESSINTELLIGENCE | Data Transformation Techniques | CS513_Topic027Data Parsing | Advanced Data Analytics and Business Intelligence | CS513_Topic028Data Integration Architecture | Advanced Data Analytics and Business Intelligence | CS513_Topic029Data Integration & Consolidation | Advanced Data Analytics & Business Intelligence | CS513_Topic030Data Modelling | Advanced Data Analytics and Business Intelligence | CS513_Topic031Descriptive Analytics | Advanced Data Analytics and Business Intelligence | CS513_Topic032Descriptive Statistics | Advanced Data Analytics and Business Intelligence | CS513_Topic033Inferential Statistics | Advanced Data Analytics and Business Intelligence | CS513_Topic034Exploratory Data Analysis | Advanced Data Analytics and Business Intelligence | CS513_Topic035Regression Analysis | Advanced Data Analytics and Business Intelligence | CS513_Topic036Multivariate Analysis | Advanced Data Analytics and Business Intelligence | CS513_Topic037Time Series Analysis | Advanced Data Analytics and Business Intelligence | CS513_Topic038Data Summarization & Visualization | Advanced Data Analytics & Business Intelligence| CS513_Topic039Data Visualization Principles | Advanced Data Analytics & Business Intelligence | CS513_Topic040Data Story Telling& Communication | Advanced Data Analytics & Business Intelligence | CS513_Topic041Use of Dashboards & Reporting Tools | Advanced Data Analytics Business Intelligence | CS513_Topic042Interactive Dashboards & Data Exploration | CS513_Topic043Integrating Data Sources into Dashboards | CS513_Topic044Reporting Tools & Automation | Advanced Data Analytics & Business Intelligence | CS513_Topic045Performance Matrix & KPIs Visualization | CS513_Topic046Retail Sales, Walmart Case Study | Advanced Data Analytics & Business Intelligence | CS513_Topic047Customer Segmentation Case Study | Advanced Data Analytics & Business Intelligence | CS513_Topic048Financial Performance Analysis | Advanced Data Analytics & Business Intelligence | CS513_Topic049Predictive Analytics | Advanced Data Analytics & Business Intelligence | CS513_Topic050Predictive Modeling | Advanced Data Analytics & Business Intelligence | CS513_Topic051Classification Techniques | Advanced Data Analytics & Business Intelligence | CS513_Topic052Evaluation Metrics for Classification Models | CS513_Topic053Regression Models | Advanced Data Analytics and Business Intelligence | CS513_Topic054Evaluation Metrics for Regression Models | CS513_Topic055Ensemble Methods | Advanced Data Analytics and Business Intelligence | CS513_Topic056Model Selecting and Hyper Parameter Tuning | Data Analytics & Business Intelligence | CS513_Topic057Cross Validation Techniques | Advanced Data Analytics and Business Intelligence | CS513_Topic058Analysis of Time Series and Forecasting | Data Analytics and Business Intelligence | CS513_Topic059Time Series Decomposition | Advanced Data Analytics and Business Intelligence | CS513_Topic060Seasonal Adjustments and Smoothing Techniques | CS513_Topic061Advance Time Series Models | Advanced Data Analytics and Business Intelligence | CS513_Topic062Model Evaluation & Selecting in Time Series | Data Analytics& Business Intelligence | CS513_Topic063Statistical Bias | Advanced Data Analytics and Business Intelligence | CS513_Topic064Forecasting With Machine Learning | Advanced Data Analytics & Business Intelligence | CS513_Topic065Retail Inventory Management | Advanced Data Analytics and Business Intelligence | CS513_Topic066Customer Churn Prediction Case Study Netflix | CS513_Topic067Financial Service Fraud Detection | Advanced Data Analytics & Business Intelligence | CS513_Topic068Prescriptive Analytics | Advanced Data Analytics and Business Intelligence | CS513_Topic069Fundamentals of Prescriptive Analytics | Data Analytics and Business Intelligence | CS513_Topic070Optimizing Techniques | Advanced Data Analytics and Business Intelligence | CS513_Topic071Simulation and Scenario Analysis | Advanced Data Analytics & Business Intelligence | CS513_Topic072Integration in Prescriptive Analytics | Data Analytics and Business Intelligence | CS513_Topic073Implementing Prescriptive Analytics | Data Analytics and Business Intelligence | CS513_Topic074Decision Support Systems | Advanced Data Analytics and Business Intelligence | CS513_Topic075Tools and Technologies for DSS | Advanced Data Analytics and Business Intelligence | CS513_Topic076Applications of DSS | Advanced Data Analytics and Business Intelligence | CS513_Topic077Challenges & Future Directions in Prescriptive Analytics | Data Analytics & BI | CS513_Topic078Prescriptive Analysis Case Study | Advanced Data Analytics & Business Intelligence | CS513_Topic079Introduction to BI Tools | Advanced Data Analytics and Business Intelligence | CS513_Topic080Tableau | Advanced Data Analytics and Business Intelligence | CS513_Topic081MS Power BI | Advanced Data Analytics and Business Intelligence | CS513_Topic082QlikView | Advanced Data Analytics and Business Intelligence | CS513_Topic083Google Charts | Advanced Data Analytics & Business Intelligence | CS513_Topic084Looker | Advanced Data Analytics and Business Intelligence | CS513_Topic085MS SQL Server Reporting Services | Advanced Data Analytics & Business Intelligence | CS513_Topic086Introduction to BI Techniques | Advanced Data Analytics & Business Intelligence | CS513_Topic087Enterprise Data Waterhouse EDW | | Advanced Data Analytics & Business Intelligence | CS513_Topic088Data Integration Real Time Features Advanced Data Analytics & Business Intelligence | CS513_Topic090Interactive Dashboards and Charts | Advanced Data Analytics & Business Intelligence | CS513_Topic091Performance Optimization | Advanced Data Analytics and Business Intelligence | CS513_Topic092User Access and Security | Advanced Data Analytics and Business Intelligence | CS513_Topic093Hands on Lab: Creating Sales Dashboard in Tableau | CS513_Topic094Hands on Lab: Creating Financial Dashboard in Power BI | CS513_Topic095Hands on Lab: Customer Segmentation in QlikView | CS513_Topic096Hands on Lab: Marketing Campaign Analysis in Looker | CS513_Topic097Hands on Lab: Data Migration Using Microsoft Platform | CS513_Topic098Data Driven Decision Making | Advanced Data Analytics and Business Intelligence | CS513_Topic099KPIs And Matrices | Advanced Data Analytics and Business Intelligence | CS513_Topic100Designing Effective KPI Dashboards | Advanced Data Analytics, Business Intelligence | CS513_Topic101KPI Analysis and Interpretation | Advanced Data Analytics and Business Intelligence | CS513_Topic102Aligning KPIs With Business Strategy | Data Analytics and Business Intelligence | CS513_Topic103Developing Data Driven Strategy | Advanced Data Analytics and Business Intelligence | CS513_Topic104Data Governance & Strategy | Advanced Data Analytics and Business Intelligence | CS513_Topic105Transforming Business Model with Data | Data Analytics and Business Intelligence | CS513_Topic106Measuring & Optimizing Business Performance | CS513_Topic107Building Data Driven Culture | Advanced Data Analytics and Business Intelligence | CS513_Topic108Data Integration into Daily Operations | Data Analytics and Business Intelligence | CS513_Topic109Amazon Case Study | Advanced Data Analytics and Business Intelligence | CS513_Topic110Netflix Case Study | Advanced Data Analytics and Business Intelligence | CS513_Topic111Walmart Case Study | Advanced Data Analytics and Business Intelligence | CS513_Topic112Uber Case Study | Advanced Data Analytics and Business Intelligence | CS513_Topic113Advance BI Topics | Advanced Data Analytics and Business Intelligence | CS513_Topic114Big Data Analytics | Advanced Data Analytics and Business Intelligence | CS513_Topic115Big Data Technologies | Advanced Data Analytics and Business Intelligence | CS513_Topic116Big Data Use Cases | Advanced Data Analytics & Business Intelligence | CS513_Topic117Data Processing & ETL in Gig Data | Advanced Data Analytics & Business Intelligence | CS513_Topic118Real Time Analytics and Streaming Process | Data Analytics & Business Intelligence | CS513_Topic119Streaming Process Architecture | Advanced Data Analytics & Business Intelligence | CS513_Topic120Real Time Data Processing Use Cases | Data Analytics & Business Intelligence | CS513_Topic121Cloud Based BI Solutions Overview | Advanced Data Analytics & Business Intelligence | CS513_Topic122Security and Compliance in Cloud Based BI Solutions | CS513_Topic123Implementing & Managing Cloud Based BI Solutions | CS513_Topic124Emerging Trends AI-ML in Analytics & BI | Data Analytics & Business Intelligence | CS513_Topic125Augmented Analytics | Advanced Data Analytics & Business Intelligence | CS513_Topic126Chatbots | Advanced Data Analytics & Business Intelligence | CS513_Topic127Generative AI | Advanced Data Analytics & Business Intelligence | CS513_Topic128Natural Language Processing | Advanced Data Analytics & Business Intelligence | CS513_Topic129Large Language Models, LLM | Advanced Data Analytics & Business Intelligence | CS513_Topic130Blockchain Analytics | Advanced Data Analytics & Business Intelligence | CS513_Topic131Data Visualization & Story Telling | Advanced Data Analytics& Business Intelligence | CS513_Topic132Data Visualization | Advanced Data Analytics & Business Intelligence | CS513_Topic133Choosing Right Chart Types | Advanced Data Analytics & Business Intelligence | CS513_Topic134Chart Types (Part 1) | Advanced Data Analytics & Business Intelligence | CS513_Topic135Chart Types (Part 2) | Advanced Data Analytics & Business Intelligence | CS513_Topic136Data Visualization Context and Audience | Data Analytics & Business Intelligence | CS513_Topic137Engagement Techniques | Advanced Data Analytics & Business Intelligence | CS513_Topic138Data is Your Hero | Advanced Data Analytics & Business Intelligence | CS513_Topic139Ethical and Legal Considerations in Data Analytics | CS513_Topic140Data Security | Advanced Data Analytics & Business Intelligence | CS513_Topic141Data Privacy | Advanced Data Analytics & Business Intelligence | CS513_Topic142Data Transparency | Advanced Data Analytics & Business Intelligence | CS513_Topic143Data Governance & Accountability | Advanced Data Analytics & Business Intelligence | CS513_Topic144Risk Management | Advanced Data Analytics & Business Intelligence | CS513_Topic145Stakeholder Engagement | Advanced Data Analytics & Business Intelligence | CS513_Topic146Data Analytics and Ethical Issues | Advanced Data Analytics & Business Intelligence | CS513_Topic147Ethical Use of Data | Advanced Data Analytics & Business Intelligence | CS513_Topic148Data Bias | Advanced Data Analytics & Business Intelligence | CS513_Topic149Ethical Review Process | Advanced Data Analytics & Business Intelligence | CS513_Topic150Informed Consent | Advanced Data Analytics & Business Intelligence | CS513_Topic151Regulatory Compliance | Advanced Data Analytics & Business Intelligence | CS513_Topic152Regulatory Compliance Standards and International Bodies | CS513_Topic153Delivering Successful Data Analytics and BI Projects | CS513_Topic154Clear Objectives and Scope | Advanced Data Analytics & Business Intelligence | CS513_Topic155Business User’s Engagement and Alignment | Data Analytics & Business Intelligence | CS513_Topic156Data Quality and Governance | Advanced Data Analytics & Business Intelligence | CS513_Topic157Technical Infrastructure & Tools | Advanced Data Analytics & Business Intelligence | CS513_Topic158Skilled Team and Expertise | Advanced Data Analytics & Business Intelligence | CS513_Topic159Project Management & Methodology | Advanced Data Analytics & Business Intelligence | CS513_Topic160User Adaption & Change Management | Advanced Data Analytics & Business Intelligence | CS513_Topic161Performance Management Evaluation | Advanced Data Analytics & Business Intelligence | CS513_Topic162Project Reporting | Advanced Data Analytics & Business Intelligence | CS513_Topic163Strategic Project Alignment | Advanced Data Analytics & Business Intelligence | CS513_Topic164Project Planning & Management | Advanced Data Analytics & Business Intelligence | CS513_Topic165Resource Planning & Allocation | Advanced Data Analytics & Business Intelligence | CS513_Topic166Project Risk Management | Advanced Data Analytics & Business Intelligence | CS513_Topic167Timelines & Milestones | Advanced Data Analytics & Business Intelligence | CS513_Topic168Stakeholders Management | Advanced Data Analytics & Business Intelligence | CS513_Topic169Project Communication | Advanced Data Analytics & Business Intelligence | CS513_Topic170Chatbot Development | Advanced Data Analytics & Business Intelligence | CS513_Topic171Understanding Business Requirements for Travels & Tourism Agency Chatbot | CS513_Topic172Planning Chatbot for Travels & Tourism | Data Analytics & Business Intelligence | CS513_Topic173Chatbot Analysis | Advanced Data Analytics & Business Intelligence | CS513_Topic174Chatbot Design | Advanced Data Analytics & Business Intelligence | CS513_Topic175Prototype Development | Advanced Data Analytics & Business Intelligence | CS513_Topic176Chatbot Development: Python | Advanced Data Analytics & Business Intelligence | CS513_Topic177Overview of the Testing Phase | Advanced Data Analytics & Business Intelligence | CS513_Topic178Chatbot Implementation Strategy | Advanced Data Analytics & Business Intelligence | CS513_Topic179Overview of the Maintenance Phase | Advanced Data Analytics & Business Intelligence | CS513_Topic180Ex.1 Understanding Data Dictionary (Part1) | Data Analytics & Business Intelligence | CS513_Topic181Ex.1 Understanding Data Dictionary (Part2) | Data Analytics & Business Intelligence | CS513_Topic182Exercise 2: Data Loading (Part 1) | Advanced Data Analytics & Business Intelligence | CS513_Topic183Exercise 2: Data Loading (Part 2) | Advanced Data Analytics & Business Intelligence | CS513_Topic184Hands-on Exercises 3 (Part A) | Advanced Data Analytics & Business Intelligence | CS513_Topic185Hands-on Exercises 3 (Part B) | Advanced Data Analytics & Business Intelligence | CS513_Topic186Hands-on Exercises 4 (Part A) | Advanced Data Analytics & Business Intelligence | CS513_Topic187Hands-on Exercises 4 (Part B) | Advanced Data Analytics & Business Intelligence | CS513_Topic188Hands-on Exercises 5 (Part A) | Advanced Data Analytics & Business Intelligence | CS513_Topic189Hands-on Exercises 5 (Part B) | Advanced Data Analytics & Business Intelligence | CS513_Topic190