Should You Use Excel or Python DataFrames for Analyzing Real Estate Data? A General Guide
When working with real estate data, choosing the right tool for analysis is crucial. You may wonder whether using an Excel spreadsheet is enough or if you should switch to Python and DataFrames. In this article, we’ll explore both approaches and explain when each is the best choice for analyzing real estate data. Using Excel…
Understanding Vector Analysis: Perpendicularity, Overlap, and Mathematical Insights
Disclaimer: This article was created with the assistance of an AI language model and is intended for informational purposes only. Please verify any technical details before implementation Vectors are an essential part of mathematics and physics, providing a way to represent quantities that have both magnitude and direction. They are often visualized as arrows in…
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Building Perpendicularity: Exploring the Cross Product’s Role in Construction and Design
One application of cross product of vector byu/DigitalSplendid inLinearAlgebra Disclaimer: This article was created with the assistance of an AI language model and is intended for informational purposes only. Please verify any technical details before implementation. Yes, your example provides a conceptual application of the cross product. The cross product of two vectors in 3D…
Understanding vector magnitude vs. cosine similarity: A guide to building smarter recommendation engines
Vector Magnitude vs. Cosine Similarity in Recommendations To understand how vector magnitude and cosine similarity differ and complement each other in applications like product or content recommendation engines, let’s dive deeper into their implications with examples. 1. Vector Magnitude: Intensity of Preferences The magnitude of a vector represents the strength or quantity associated with preferences,…
How WordPress, PHP, and cloud hosting solutions support data science and business analytics professionals
Data science and business analytics are cornerstones of modern decision-making, relying heavily on tools and platforms to manage, analyze, and present data. WordPress and PHP, combined with robust hosting solutions like Cloudways and WP Engine, provide versatile and scalable frameworks for professionals in these fields. This article explores how these technologies empower data professionals, compares…
Correlation One: Apply for Data Skills for All – a free career advancement program for residents of US
Correlation One officially launched their application for this year’s Data Skills for All program, brought to you by our Employer Partners, Target, Point72, Johnson and Johnson, and Match Group! Data Skills for All is a FREE 4-week program that features the premier career advancement training for diverse data professionals. The curriculum will focus on accelerating…
Unleashing the power of Python: A game-changer for Excel users and aspiring data scientists
In today’s data-driven world, proficiency in handling data is no longer a luxury; it’s a necessity. For professionals already familiar with Excel and equipped with a basic understanding of SQL and data visualization tools like Tableau, the transition to harnessing the power of Python and its libraries offers a transformative leap forward in data analysis…
Competition Launch: Home Credit – Credit Risk Model Stability
Source: Kaggle newsletter dated 7 Feb 2024 The power of data science could help better predict one’s repayment capabilities and make loans more accessible to those who may benefit the most. In this competition, you’ll predict which clients will default on their loans. Total Prizes:$105,000 Entry Deadline:April 29, 2024Learn More Your participation may enable consumer…
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Familiar with Looker? Write a review and avail $25 Amazon Gift Card 🙂
Looking for your expertise if you’re familiar with the software Looker. If you’ve used this, would you be willing to do an online review for it? It’s a 5-7 min survey and you will be thanked with a $25 Amazon Gift Card 🙂 It asks some questions about your opinion/experience using the software. And once…
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Join us tomorrow for smarter planning, better plans with IBM Planning Analytics as a Service on AWS Webinar
IBM Planning Analytics newsletter dated 5 June 2023 Please join Mike McGeein, Product Management Director, Planning Analytics with Watson, IBM, Tracy Peppy, Product Manager, Planning Analytics with Watson, IBM, and Sami El Cheikh, Product Manager, Planning Analytics with Watson, IBM on 6 June 2023,11 AM ET for Smarter planning, better plans with IBM Planning Analytics as a Service on AWS. Are…
How startups put their data to work with AWS
Source: AWS newsletter dated 17 May 2023 Extract more value from your data Take advantage of AWS Data services to unlock the value of your data—empower everyone in your company to make better and faster decisions with data, improve the customer experience, optimize processes, reduce operational costs and risks, and discover new products. In the…
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Data Visualization Project using Tableau
Introduction to Data Using SQL for Data Analysis Data Visualization in Tableau This project follows the learning covered in the Udacity Business Analytics Nanodegree’s third module Data Visualization in Tableau. Build Data Dashboards Learn how to select the most appropriate data visualization for an analysis. Learn how to evaluate the effectiveness of a data visualization…
Query a Digital Music Store Database
Udacity Business Analytics Nanodegree program is divided into 3 modules culminating in a project after each module. Introduction to Data Using SQL for Data Analysis Data Visualization in Tableau This project Query a Digital Music Store Database follows the learning covered in the second module Using SQL for Data Analysis. SQL Queries [table id=1 /]…
Project: Analyze NYSE Data
Disclosure: This post contains Udacity affiliate links, meaning we might be compensated for you clicking and buying Udacity products through the affiliate links. Udacity Business Analytics Nanodegree program is divided into 3 modules culminating in a project after each module. Introduction to Data Using SQL for Data Analysis Data Visualization in Tableau This project Analyze…
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FEATURED DATA SCIENCE COURSE
RELEVANT COURSES FOR LEARNING DATA SCIENCE
Business Analytics Nanodegree Program by Udacity
SQL for Data Science by University of California, Davis
Database Management Essentials by University of Colorado System
RELEVANT COURSES FOR LEARNING LINEAR ALGEBRA
Introduction to Linear Algebra (Wolfram U)
Mathematics for Machine Learning: Linear Algebra (Imperial College London)
Introduction to Linear Algebra (Prof. David Easdown, The University of Sydney)
Linear Algebra (Prof. Gilbert Strang, MIT)
RELEVANT FREE FORUMS FOR DATA SCIENCE
Microsoft Excel | Help & Support with your Formula, Macro, and VBA problems | A Reddit Community
Tableau- News, Vizzes, and more (Reddit Community)
Spiceworks Community – When StackExchange refuse to accept new questions from you and Reddit for unknowns reasons filter your posts as spam, Spiceworks Community can be handy in seeking free expert help across all popular IT categories including SQL.
FOR DEVELOPERS/PRACTICAL HAND-ONS IN DATA SCIENCE
Tableau skill-based projects designed by the community, for the community
Building data skills and community with Tableau’s Academic Programs Lunch and Learn sessions
SUGGESTED DATA SCIENCE READINGS
Data Analytics Tools: Tips, Best Practices & Buyer’s Guide
A Guide To Data Driven Decision Making: What It Is, Its Importance, & How To Implement It
Visualize Data – A good read on Data Visualization techniques
How to Become a Business Analyst
What is SQL and How is it Used?
What is Data Modeling – An Introduction for Business Analyst