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Linear Algebra for Analysis
Linear Algebra for Analysis
The Foundation of Linear Algebra: Vectors
Vector Operations in Linear Algebra
Vector Spaces in Linear Algebra
Summary Vectors and Vector Spaces
Linear Transformations: Why Are They Important?
Matrices: The Basics of Linear Algebra
Matrix Operations in Linear Algebra
Matrices as Linear Transformations
Linear Independence in Linear Algebra
Determinants in Linear Algebra
Summary on Linear Transformation And Matrices
Eigenvectors: A Special Type of Vector in Linear Algebra
Calculation of Eigenvalues in Linear Algebra
Application of Eigenvalues and Eigenvectors with Linear Algebra
Summary on Eigenvalues And Eigenvectors
Data Science in Ecommerce
Introduction to e-commerce
Introduction to Data Analytics in Ecommerce
Ecommerce Business with Data Science
How does Data Science Help Inventory Management?
Marketing in Ecommerce with Data Science
Improving User Experience with Data Science in Ecommerce
Fraud Detection in Ecommerce with Data Science
Shipment Delivery in Ecommerce with Data Science
Getting Customer Feedback in Ecommerce Business with Data Science
Recommendation Systems
Introduction to Recommendation Systems in Ecommerce Data Science
Understanding Recommendation Systems in Ecommerce Data Science
Content-Based Filtering in Ecommerce Data Science
User-Based Collaborative Filtering in Ecommerce Data Science
Item-Based Collaborative Filtering in Ecommerce Data Science
Identyfying Issues in Recommendation Systems with Data Science in Ecommerce
Recommender System in Python - I (optional) with Ecommerce Data Science
Recommender System in Python - II (optional) with Ecommerce Data Science
Summary on Recommendation Systems in Ecommerce Data Science
Price Optimisation
Introduction to Price Markup and Markdown in Ecommerce with Data Science
Introduction to Price Markup and Markdown in Ecommerce with Data Science
Markdown Pricing in Ecommerce With Data Science
Markup Pricing in Ecommerce With Data Science
Effects of Price Markup or Markdown in Ecommerce With Data Science
Market Mix Modelling
Introduction to Factors that Impact Sales
What is Market Mix Modelling (MMM)?
How Does Advertising Impact Revenue?
How Do Pricing and Promotions Impact Revenue?
How Does Product Assortment Impact Revenue?
Introduction to Modelling the Impact of KPIs
Modelling the Advertising Effects - Part I
Modelling the Advertising Effects - Part II (Optional)
Modelling the Advertising Effects - Part III
Creating AdStocks in Ecommerce with Data Science
Understanding Modelling Different Pricing Effects
Overview of KPIs in Ecommerce with Data Science
Presenting the Results in Ecommerce with Data Science
Other Topics
A/B Testing
Introduction to A/B Testing in Ecommerce with Data Science
Understanding A/B Testing in Ecommerce with Data Science
Steps in A/B Testing in Ecommerce with Data Science
Setting up an A/B Test on Optimizely
How Facebook uses Data Science to Grow their Business
How Facebook uses Data Science to Grow their business
Webinar Video on How Facebook uses Data Science to Grow their business
How Data Science is Transforming the Music & Entertainment Industry
How Data Science is Transforming Music & Entertainment
Webinar Video on How Data Science is Transforming Music & Entertainment
A Day in the Life of: Data Scientist at Walmart Labs in USA
A Day in the Life of: Data Scientist at Walmart Labs
Webinar Video on A Day in the Life of: Data Scientist at Walmart Labs
Global Careers in Data Science
Global Careers in Data Science
Webinar Video on Global Careers in Data Science
Use of Data Science across OTT Platforms
Use of Data Science across OTT Platforms
Webinar Video on Use of Data Science across OTT Platforms
The Ultimate Guide to Kickstarting your Data Science Journey
The Ultimate Guide to Kickstarting your DS Journey
Importance of Data Science - The Ultimate Guide to Kickstarting your Data Science Journey
Answers to the most frequent Data Science queries
Data Science contribution in career growth
Case study using SQL, Python and Tableau
Case Study using SQL, Python and Tableau
Introduction to the Case study using SQL, Python and Tableau
Problem Statement Case Study using SQL, Python and Tableau
Churn and Lifetime Value Case Study using SQL, Python and Tableau
Introduction to SQLite Case Study
Case Study Using SQLite on Python
Introduction to Pandas With SQLite
Case Study on Extracting Table Information With Python
Summary - Case Study
Introduction to Analyzing Churn and LTV Using SQL and Python
Creating the Churn Database Using SQlite and Python
ERD Creation and RDBMS Validation Using SQlite and Python
Data Exploration Using the SQLite Interface
Combining All the Tables Using SQL and Python
Analysis of Lifetime Value Using SQL and Python: Part 1
Analysis of Lifetime Value Using SQL and Python: Part 2
Analysis of Lifetime Value Using SQL and Python: Part 3
Summary on Analyzing Churn and LTV Using SQL and Python
Introduction on Writing Business Logics on Python
Sorting and Tagging Customers on Python
Tagging the Customers for Writing Business Logics on Python
Summary on Writing Business Logics on Python
Introduction - Creating a Tableau Story
Understanding the Customer Services in Tableau Story - Part 1
Understanding the Customer Services in Tableau Story - Part 2
Understanding the Contract and Payment Patterns in Tableau Story
Creating a Dashboard for Lifetime Value in Tableau Story
Creating the Tableau Story - Step by Step Guide
Key Takeaways and Summary on Creating a Tableau Story
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Webinar Video on Use of Data Science across OTT Platforms
Webinar Video on Use of Data Science across OTT Platforms
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