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PI.EXCHANGE | The AI & Analytics Engine
PI.EXCHANGE | The AI & Analytics Engine

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3 days ago

Facility Optimization with Machine Learning — A Use Case

Facilities use energy, often lots of it and not in an efficient way. Energy is a major factor in the cost of doing business Facility optimization In simple terms means the ability to improve equipment, building and operational performance by optimizing resource use. An effective facility optimization program assesses and…

Machine Learning

4 min read

Facility Optimization with Machine Learning — A Use Case
Facility Optimization with Machine Learning — A Use Case

Jul 21

Retail Supply & Demand Prediction with Machine Learning— A Use Case

Supply chain networks are expansive, with devices and systems to capture data at every stage. …

Machine Learning

3 min read

Retail Supply & Demand Prediction with Machine Learning— A Use Case
Retail Supply & Demand Prediction with Machine Learning— A Use Case

Jul 8

Property Price Prediction with Machine Learning — A Use Case

Real estate has ballooned to be worth a whopping $326.5 trillion globally. Yes, trillion, making it the world’s largest asset class. Larger than stocks, shares, and bonds combined. Powering this sector’s growth is a host of cutting-edge technology including Artificial Intelligence. The biggest names in real estate are increasingly employing…

Real Estate

6 min read

Property Price Prediction with Machine Learning — A Use Case
Property Price Prediction with Machine Learning — A Use Case

Jun 13

Part III: Building a Recommendation System with the AI & Analytics Engine

This is the final part of our 3-part series, where we use the Consumer Reviews of Amazon Products dataset from Kaggle to showcase 3 unique use cases with the help of the AI & Analytics Engine. If you’re interested in exploring the other 2 use cases, you can access them…

Data Science

4 min read

Part III: Building a Recommendation System with the AI & Analytics Engine
Part III: Building a Recommendation System with the AI & Analytics Engine

Jun 6

Part II: Calculate your Net Promoter Score with the AI & Analytics Engine

Welcome to part 2 of our 3 part series where we use the Amazon Product Review dataset to showcase 3 unique data preparation use cases, with the AI & Analytics Engine. The first thing you need is the right data. The right data refers not just to the quantity, but…

Data Science

3 min read

Part II: Calculate your Net Promoter Score with the AI & Analytics Engine
Part II: Calculate your Net Promoter Score with the AI & Analytics Engine

May 30

Part I: Identifying if Amazon Customer Ratings are Genuine with the AI & Analytics Engine

This 3-part blog series will showcase 3 unique use cases you can carry out, from using just one simple dataset. The first thing you need is the right data. The right data refers not just to the quantity, but its quality as well. The next step is to prepare and…

Data Preparation

5 min read

Part I: Identifying if Amazon Customer Ratings are Genuine with the AI & Analytics Engine
Part I: Identifying if Amazon Customer Ratings are Genuine with the AI & Analytics Engine

May 23

Top 18 AI Use Cases for Leading Industries

AI is changing the landscape of nearly every industry and field. From 2019 to 2022, 83% of enterprises increased their budgets for AI and machine learning year-over-year 1. As businesses globally understand the importance of reinventing themselves, they are more readily adopting AI in their processes. However, an issue that…

Use Cases

8 min read

Top 18 AI Use Cases for Leading Industries
Top 18 AI Use Cases for Leading Industries

Mar 11

The Rise of GPUs in the AI Universe

Upon first hearing the word graphical processing unit (GPU), most people tend to associate it with gaming. While that was true years ago, GPUs are increasingly becoming the dominant force in the world of machine learning. GPUs are empowering data scientists to train their models in minutes which could potentially…

Gpu

3 min read

The Rise of GPUs in the AI Universe
The Rise of GPUs in the AI Universe

Mar 4

The AI & Analytics Engine vs. Amazon SageMaker Canvas

A comparison of two popular ML platforms — PI.EXCHANGE’s AI & Analytics Engine is a no-code automated data science/machine learning (ML) platform envisioning the democratization of AI. The number of players in the field of no-code automated AI-as-a-Service (AIaaS) providers is increasing every day, providing a wide range of options available for users seeking such tools. …

Automl

10 min read

The AI & Analytics Engine vs. Amazon SageMaker Canvas
The AI & Analytics Engine vs. Amazon SageMaker Canvas

Feb 25

Bad Data Quality: A Frankenstein’s Monster for your Machine Learning Models

What’s common between a chef and a data scientist? You are feeling extremely hungry. You have bought a list of ingredients from the grocery store to prepare a delicious meal for the evening. You start cooking, adding different flavors to spice things up. But soon, there awaits a problem which will spoil the mood of the whole evening. As…

Machine Learning

6 min read

Bad Data Quality: A Frankenstein’s Monster for your Machine Learning Models
Bad Data Quality: A Frankenstein’s Monster for your Machine Learning Models
PI.EXCHANGE | The AI & Analytics Engine

PI.EXCHANGE | The AI & Analytics Engine

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