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All Blog Posts Tagged 'Marketing' (31)

Marketing Analytics through Markov Chain

Imagine you are a company selling a fast-moving consumer good in the market.

Let’s assume that the customer would follow the given journey to make the final purchase:               These are the states at which the customer would be at any point in the purchase journey.

Now, how to find out in which state the customers would be after 6…

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Added by Ridhima Kumar on January 8, 2019 at 12:00am — 4 Comments

Advertising & Marketing Fundamentals For Data Scientists

I am an advertising and marketing veteran who is currently transitioning towards data science. The purpose of this write-up is to give you some baseline understanding of marketing, grounded in my professional experience. I am hoping that my write-up will help you gain a bigger share of voice when working with advertising & marketing teams. Eventually, you might ask bigger questions and thus move beyond just optimizing their work.

I will expand this post into a…

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Added by Rafael Knuth on October 25, 2018 at 2:00am — 4 Comments

K-means: A step towards Marketing Mix Modeling

                                                                                                  Source: www.mstecker.com/…

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Added by Ridhima Kumar on October 23, 2018 at 11:00am — No Comments

AI-Driven Transformation & the Impact on Marketing

Around two decades ago, marketing existed as a soft function within organizations. There is no denying its importance, of course, but from an organizational perspective, it was a function hard to measure in terms of impact on the bottom-line. But then boomed the digital age, and with it, an advent of channels that came to be known as social media. And in its wake,…

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Added by Senthil Nathan R on July 1, 2018 at 11:30pm — No Comments

AI-Driven Sales | What Has Changed?

Sales Forecasting: Science or Instinct?

Recently, we had talked about marketing automation, a digital transformation in the field that involved both artificial intelligence and machine learning. Even Natural Language Processing (NLP) has come a long way, enough to change the content marketing game. But while marketing has shifted to a digital…

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Added by Jay Nair on June 5, 2018 at 5:30pm — No Comments

AI-Driven Marketing | What Has Changed?

Technology is known to shift landscapes, even change the game. We saw that when the internet exploded in scale and popularity, as computers became smarter, and the world goes through the digital transformation. An easy example is in traditional marketing, which now borders on the irrelevant, unable to hold a candle to its more modern counterparts.

Email, search…

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Added by Jay Nair on May 18, 2018 at 4:30pm — No Comments

New Marketing Insight from Unsupervised Bayesian Belief Networks

Introduction

“Limited-Service Restaurants” (LSRs) is how the restaurant industry refers collectively to fast food and fast-casual dining establishments.  Marketers who specialize in LSRs often employ marketing research to evaluate hypotheses about their brands or to detect segments within their markets.  An important additional purpose of market research is to understand the total structure of a market, to find out what guests consider important…

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Added by Charles Hammerslough on February 20, 2018 at 10:30am — 1 Comment

Using Real Time Marketing and Machine Learning based Analytics to Drive Customer Value Management

The value of data-driven Customer Value Management or CVM cannot be underrated. Data and other algorithms/analytics that shape data are an imperative part of customer value management in a telecom company. With enhanced customer expectations, it is up to the ability of telecom companies to provide customers with a seamless experience and to also ensure that they help boost revenue in the process. 

To understand…

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Added by Ronald van Loon on January 10, 2018 at 3:30am — No Comments

The [Marketing Data Scientist’s] Search for a Home: Part I

A thought provoking series that gives my account of becoming a marketing data scientist hybrid during one of the most chaotic times in the marketing industry, the Big Data boom. In the series, I discuss my enlightenment, highlight challenges to the modern marketer and those who have developed several skills classically associated with Data Scientists; conclude with recommendations for my peers and the marketing industry. The overlap of responsibilities and required skills among Data Analyst,…

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Added by Allyn Fowler on April 26, 2017 at 9:30am — No Comments

5 Marketing Automation Tools That Leverage Data Science to Boost ROI

Return on Investment (ROI) is defined as the ratio of a return (benefit or net profit) over the investment of resources that generated this return. Both the return and the investment are typically expressed in monetary units, whereas the ROI is calculated as a percentage.

ROI formula:     (Return – Investment)/Investment

It’s typically expressed as a percentage, so multiply your results by 100.…

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Added by Amy Porras on August 12, 2016 at 2:30am — No Comments

Marketing & Advertising: Stats and Data Analysis

With marketing and advertising gaining more space on the internet, big data analytics are playing a prominent role in following the trends on the market and providing users with key statistics.

Data analysis and statistics traditionally play an important role in analyzing the success of companies and brands in the market.

The growth of internet…

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Added by Diana Beyer on July 26, 2016 at 12:00am — No Comments

Why instincts ❤ insights - blog post by Jean-Guy Faubert, CEO of Tagga

Over the past few weeks, I’ve written on a broad range of topics pertaining to the customer journey. While we went wide and deep, the main takeaway was this: to properly measure the effectiveness of their marketing initiatives, brands must view all of their data (pulled from all of their touch points) concurrently and through the same lens. This got me to thinking about heuristics, and how my assumptions were framed by the teeny tiny amount of information available to me.

But let me…

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Added by Katrina Per on May 11, 2016 at 11:21am — No Comments

Why and How do you Measure People's Perception of Image of the Workplace?

An image is a concept. It is a mental picture that we have about things such as an object, a person, a group, an organization, or a nation. It is our notion or belief about something that is not physically present around us.

The image of any entity, be it a product or a person or a company, is its intangible asset. For example, the reliability (hence the high resale value) of a used car stems from its positive image as a dependable…

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Added by Nurur Rahman on April 15, 2016 at 8:30am — No Comments

Find Marketing Clusters in 20 minutes in R

Have you ever wondered how to segment your customers? Customer segmentation is a really useful technique to group similar customers together and understand what works for that. You can then tailor your offering and marketing messages to the specific segments. If you do it right, you should be able to see a healthy increase in sales. After all, companies like Amazon target their customers on an individual level so you should at least be targeting them on a segment level.…

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Added by Sudhanshu Ahuja on April 2, 2016 at 10:34pm — 6 Comments

The Changing future of Marketing Analytics Software industry

Marketing analytics software includes various technologies and processes which enable an organization to evaluate and quantify its marketing efforts. Marketing analytics software offers tools to manage, measure, control and analyze marketing performance. With the use of marketing analytics software, organizations are able to improve the effectiveness and optimize the return on investment (ROI) of marketing activities. Marketing analytics software enables organizations to gain…

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Added by Alina John on March 2, 2016 at 8:30pm — No Comments

Big Data Helps Businesses Identify Prospective Customers and Increase Sales

Big data is a term that has attracted the attention of nearly every chief manager in current digital arena as it offers them a treasure trove of prospective leads. A massive amount of data is available through websites, CRM solutions, social networks, analytics and news feeds. But this data is present in structured, semi-structured and unstructured form, therefore requires deployment of sophisticated tools to make…

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Added by Manoj on January 25, 2016 at 2:00am — No Comments

4 Types of Data Essential to Data-Driven Marketers

ROI

4 Types of Data Essential to Data-Driven Marketers

Last year, “Big Data” was THE buzz word. And while Big Data is still buzzing about, marketers today are using the term more frequently as part of their everyday conversations, at least to some extent. It is clear that “Big Data” is no longer just a snazzy new word to use when marketers talk “shop,” but rather a concept that has proven its worth.

However, before running head-first into the…

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Added by Larisa Bedgood on October 28, 2015 at 11:01am — No Comments

Marketing Measurement – Analytics is Changing the Mix

"Half the money I spend on advertising is wasted; the trouble is I don't know which half."

John Wanamaker, a department store merchant and marketing pioneer in the late 19th and early 20th century (as well as Postmaster General from 1889 to 1893), is reputed to have made this statement and advertisers have been wrestling with the question ever since.

Enter the science of marketing measurement.  In the early days the questions revolved around the…

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Added by Gregory Thompson on October 23, 2015 at 1:00pm — No Comments

An e^πi-C Moment of Truth

   

    The internet, as part of the digital age, has forever changed the way we interact with the world. It has modified our perspective of everything that surround us. Now we have the ability to have immediate access to information, and as a result, we…

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Added by Jose Bautista on September 4, 2015 at 11:00am — No Comments

The 3Ms of Marketing Data Analytics

Data is everywhere and growing. As a marketer, this is a dream world. Your audience is generating tons of data from your web visits, mobile apps and you have partners giving you data. This is rich customer journey data.

However commonly used terms like Big Data and Analytics can mask the complexity of realizing your ROI gained from analyzing all this data. The promise of the visual tools and Hadoop based platforms is all great but if you don't have a data strategy in place all the…

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Added by Sri Desikan on April 27, 2015 at 1:05pm — No Comments

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