Analytics Vidhya

DECEMBER 30, 2022

Introduction Have you ever wondered how Instagram recommends similar kinds of reels while you are scrolling through your feed or ad recommendations for similar products that you were browsing on Amazon? This article was published as a part of the Data Science Blogathon.

Data Science 285

Data Science Publishing Analytics Big Data 285

Analytics Vidhya

JULY 10, 2023

They find numerous applications across different industries, such as providing personalized product recommendations to customers, offering round-the-clock customer support for query resolution, assisting with customer bookings, and much more.

Analytics 282

Analytics 282

CIO Business Intelligence

APRIL 25, 2024

The new capabilities, based on the company’s OCI Generative AI service , include generative AI -assisted answer generation, assisted scheduling for field service, opportunity quality scoring, and seller engagement recommendations. Last year in July, Salesforce updated its Commerce Cloud with digital commerce capabilities.

B2B 127

B2B IT Sales Marketing 127

Analytics Vidhya

MARCH 9, 2023

Did you know Netflix uses machine learning to personalize its content recommendations, Amazon uses it to suggest products to customers, and Spotify uses it to curate personalized playlists for users? According to a […] The post 10 Ways to Use Machine Learning for Marketing in 2023 appeared first on Analytics Vidhya.

Machine Learning 291

Machine Learning Marketing Analytics IT 291

Analytics Vidhya

JUNE 27, 2022

Or have you ever think how Amazon shows your the recommended product based on your search item? The post Movie Recommendation with SQL Using Google Cloud Platform appeared first on Analytics Vidhya. Introduction Ever Wondered how Netflix gets to know your choice and shows the movie of your interest?

Data Science 267

Data Science Publishing Technology Analytics 267

Analytics Vidhya

AUGUST 20, 2020

Introduction Recommendation systems are becoming increasingly important in today’s hectic world. People are always in the lookout for products/services that are best suited for. The post Movie Recommendation and Rating Prediction using K-Nearest Neighbors appeared first on Analytics Vidhya.

Analytics 365

Analytics 365

Analytics Vidhya

AUGUST 25, 2021

This article was published as a part of the Data Science Blogathon Introduction Recommender System is a software system that provides specific suggestions to users according to their preferences. Items refer to any product that the recommender system suggests to its user like movies, music, news, travel […].

Data Science 284

Data Science Publishing Software Analytics 284

Analytics Vidhya

OCTOBER 25, 2021

It started as Foodiebay, a restaurant recommendation product, at its peak, it has 35000 menus and Rs 60 Lakh monthly revenue. This article was published as a part of the Data Science Blogathon Introduction Founded in 2008 Zomato is a major food delivery aggregator with a markdown cap of 1 Trillion INR.

Data Science 317

Data Science Publishing Analytics IT 317

O'Reilly on Data

MARCH 31, 2020

If you’re already a software product manager (PM), you have a head start on becoming a PM for artificial intelligence (AI) or machine learning (ML). You’re responsible for the design, the product-market fit, and ultimately for getting the product out the door. Models within AI products change the same world they try to predict.

Management 332

Management Machine Learning Experimentation Metrics 332

O'Reilly on Data

APRIL 30, 2024

The problems fostered by social media, search, and recommendation algorithms was never an engineering issue, but one of financial incentives (of profit growth) not aligning with algorithms’ safe, effective, and equitable deployment. As the saying goes : history doesn’t necessarily repeat itself but it does rhyme. But not all rents are bad.

Risk 221

Risk Advertising Cost-Benefit Sales 221

CIO Business Intelligence

MARCH 25, 2024

Modern digital organisations tend to use an agile approach to delivery, with cross-functional teams, product-based operating models , and persistent funding. But to deliver transformative initiatives, CIOs need to embrace the agile, product-based approach, and that means convincing the CFO to switch to a persistent funding model.

Modeling 122

Modeling Cost-Benefit IT ROI 122

Smarten

APRIL 25, 2024

Whether you are trying to solve a business problem, get to the heart of that problem, find a business opportunity, predict the need for resources, new products or locations or understanding changes in your customer buying behavior, you don’t have time to learn complex tools or take training in analytics.

Data Quality 62

Data Quality Analytics Machine Learning Visualization 62

O'Reilly on Data

APRIL 23, 2024

Amazon aimed to help customers find the best quality and price for any one of millions of products. Algorithms for search, recommendations, social media feeds, entertainment, and news became the foundation of an enormous new economy. Now a typical page of Amazon product search results consists of 16 ads and only four organic results.

Advertising 268

Advertising Cost-Benefit Marketing Risk 268

O'Reilly on Data

JULY 28, 2020

The Core Responsibilities of the AI Product Manager. Product Managers are responsible for the successful development, testing, release, and adoption of a product, and for leading the team that implements those milestones. Product managers for AI must satisfy these same responsibilities, tuned for the AI lifecycle.

Marketing 362

Marketing Experimentation Metrics Testing 362

IBM Big Data Hub

APRIL 25, 2024

Product-embedded or online support tools, such as virtual assistants, can drive more informed and efficient support interactions with client self-service. When Call Home has been enabled, the products will send to IBM the appropriate error details (such as for a drive failure, or firmware error).

IT 70

IT Interactive Snapshot Enterprise 70

KDnuggets

SEPTEMBER 14, 2023

KDnuggets reviews a diverse set of 5 AI tools to help maximize your productivity. Have a look and see what our recommendations include.

123

123

CIO Business Intelligence

SEPTEMBER 19, 2023

Just months after partnering with large language model-provider Cohere and unveiling its strategic plan for infusing generative AI features into its products, Oracle is making good on its promise at its annual CloudWorld conference this week in Las Vegas.

Advertising 144

Advertising Sales Marketing Enterprise 144

CIO Business Intelligence

FEBRUARY 20, 2024

In the face of increased competition, shrinking profit margins, and increasing ESG obligations, manufacturers are looking for ways to make products better, faster, and with less waste. Product optimisation. Manufacturers can also leverage Microsoft Copilot to drive innovation and efficiency across the operational lifecycle of products.

Manufacturing 90

Manufacturing Sales Risk Management Forecasting 90

CIO Business Intelligence

APRIL 10, 2024

Just as Holmes gathers clues, parses evidence, and presents deductions he believes are logical, inferencing uses data to make predictions that power critical applications, including chatbots, image recognition, and recommendation engines. To understand how inferencing works in the real world, consider recommendation engines.

Cost-Benefit 130

Cost-Benefit Modeling Strategy Interactive 130

DataKitchen

FEBRUARY 21, 2023

By Robert Thanaraj , Ehtisham Zaidi , and 2 more. Gartner suggests in the article that successful Data Engineering teams have two crucial challenges. How to optimize Data Team Productivity – essentially that teams should avoid adding more bodies whenever they have more work that needs to be done.

Data-driven 130

Data-driven Testing Risk Cost-Benefit 130

CIO Business Intelligence

JANUARY 13, 2023

In a bid to help retailers transform their in-store, inventory-checking processes and enhance their e-commerce sites, Google on Friday said that it is enhancing Google Cloud for Retailers with a new shelf-checking, AI-based capability, and updating its Discovery AI and Recommendation AI services.

Machine Learning 124

Machine Learning Sales Optimization Modeling 124

CIO Business Intelligence

APRIL 25, 2024

Evolving enterprise needs often outpace the product roadmaps of SaaS cost optimization solutions providers. Recently, AWS also announced Cost Optimization Hub, which centralizes many cloud cost recommendations.” Assign a product owner. Follow an agile model to iterate and deliver value over time.

Management 115

Management Optimization Strategy Enterprise 115

IBM Big Data Hub

FEBRUARY 5, 2024

Every asset manager, regardless of the organization’s size, faces similar mandates: streamline maintenance planning, enhance asset or equipment reliability and optimize workflows to improve quality and productivity. They identify and recommend compliance with current standards for existing assets.

Optimization 97

Optimization Management Key Performance Indicator Modeling 97

CIO Business Intelligence

JANUARY 15, 2024

Such capabilities are part of its Industry Cloud family of products, and can be integrated with any ERP system, not just SAP’s. In its Predictive Demand Planning solution, SAP is using a self-learning model to provide longer-range forecasts, alert users to the root causes of forecast changes, and make recommendations.

Sales 94

Sales Software Forecasting Statistics 94

CIO Business Intelligence

APRIL 30, 2024

One recommendation is to leverage a lightweight CRM and treat networking like a lead-generation activity, a skill that also builds better understanding and appreciation of sales and marketing functions. Top areas include product management, agile methodologies, design thinking, continuous improvement, and change management practices.

IT 78

IT Technology Advertising Marketing 78

CIO Business Intelligence

NOVEMBER 20, 2023

With organizations racing to put more generative AI tools in users’ hands—and software vendors rapidly integrating those tools into their products—CIOs face a familiar choice: develop their own solutions in house, or invest and adapt tools already available in a fast-growing AI marketplace. Yet it’s not a simple build-vs.-buy

Manufacturing 103

Manufacturing Software Sales Strategy 103

IBM Big Data Hub

FEBRUARY 16, 2024

The overall customer experience focuses on meeting customer expectations and influencing the customer’s overall perception of products and solutions wherever they take place on the customer journey. The customer service function helps ensure that customers know how to use the product they purchased.

Metrics 95

Metrics Interactive Consulting Sales 95

IBM Big Data Hub

MAY 9, 2023

In today’s digital world, business and IT leaders are turning to automation to improve operational efficiency, increase employee productivity and, ultimately, boost business performance. At IBM, we believe that organizations need AI coupled with automation to help developers reduce time to productivity. Powered by IBM watsonx.ai

IT 89

IT Deep Learning Machine Learning Modeling 89

CIO Business Intelligence

JANUARY 25, 2024

Other promising use cases for generative AI banking chatbots include guiding customers through loan applications, suggesting new financial products, advising on mortgage and debt repayment, and helping credit analysts by offering suggestions on loan underwriting. That is projected to reach $4.5 trillion, according to McKinsey.

Insurance 103

Insurance Interactive Marketing Publishing 103

CIO Business Intelligence

NOVEMBER 20, 2023

Today, Suntory’s food and beverage products are enjoyed on a global scale, including Suntory Oceania , a partnership of Beam Suntory and Frucor Suntory that offers a broad spectrum of beverages across Australasia. It also bottles the Pepsi range of products for PepsiCo in New Zealand.

Sales 100

Sales Digital Transformation Manufacturing Marketing 100

CIO Business Intelligence

MAY 16, 2023

Every software developer is looking at how to incorporate generative AI in its products, even SAP. The company already uses it to make product recommendations on its e-commerce site and is looking at using it for generating marketing messages. This is our own in-house custom-built engine,” she added.

Sales 100

Sales Software Interactive Enterprise 100

AWS Big Data

APRIL 19, 2023

However, when a data producer shares data products on a data mesh self-serve web portal, it’s neither intuitive nor easy for a data consumer to know which data products they can join to create new insights. This is especially true in a large enterprise with thousands of data products.

Technology 79

Technology Data-driven Machine Learning Sales 79

BizAcuity

NOVEMBER 15, 2022

This is because customer churn rates, and acquisition rates are also incredibly higher for the businesses who haven’t leveraged AI analytics for enhanced consumer experience, thereby making a strong case for relevant product recommendations using Machine Learning capabilities. AI-powered Recommendation System.

Marketing 98

Marketing Machine Learning Strategy Data-driven 98

CIO Business Intelligence

MARCH 11, 2024

According to Deloitte research , AI will boost the productivity of software development processes from 50% to 1000%. While we are waiting for a bright future, an alternative source of productivity improvement is available to any company. If implemented correctly, large corporations can save millions of dollars on IT annually.

Software 90

Software Testing Data-driven Risk 90

KDnuggets

JULY 7, 2022

We've been long working on improving the user experience in UGC products with machine learning. Following this article's advice, you will avoid a lot of mistakes when creating a recommendation system, and it will help to build a really good product.

Machine Learning 115

Machine Learning IT 115

CIO Business Intelligence

MARCH 26, 2024

Salesforce has announced new Contact Center updates to its Service Cloud — an offering targeted at bettering customer experience and boosting the productivity of service teams. The partnership with AWS is expected to help enterprises boost agents’ productivity and create more informed supervisors, Salesforce said. Salesforce.com

Data-driven 103

Data-driven Forecasting Enterprise IT 103

CIO Business Intelligence

APRIL 1, 2022

Google Cloud has released a new fully managed search tool, called Retail Search, which is aimed at retailers who are concerned about product discovery on their digital platforms. The service is intended to solve a common retail challenge of losing customers when they don’t immediately find their desired product on an ecommerce platform.

IT 106

IT Machine Learning Cost-Benefit Data Collection 106