CDW Research Hub

JULY 31, 2019

For instance, a level 1 travel bot can provide a link for you to book travel. Recent advances in machine learning, and more specifically its subset, deep learning, have made it possible for computers to better understand natural language. I want to book a trip. Can you book a trip for me? ## intent:inform.

Deep Learning 49

Deep Learning Machine Learning Testing Modeling 49

Edwin Chen

OCTOBER 6, 2014

In particular, I'll use the example of related book suggestions on Amazon as I walk through the rest of this post. So take Amazon's Customers Who Bought This Item Also Bought feature, which tries to show you related books. But imagine we suddenly replace all of Amazon's book suggestions with pornography. What's going to happen?

Metrics 79

Metrics Measurement Machine Learning Testing 79

Domino Data Lab

AUGUST 22, 2019

Many thanks to Addison-Wesley Professional for providing the permissions to excerpt “Natural Language Processing” from the book, Deep Learning Illustrated by Krohn , Beyleveld , and Bassens. The excerpt covers how to create word vectors and utilize them as an input into a deep learning model.

Deep Learning 111

Deep Learning Modeling Metrics Testing 111

O'Reilly on Data

OCTOBER 19, 2021

Not only is data larger, but models—deep learning models in particular—are much larger than before. The applications must be integrated to the surrounding business systems so ideas can be tested and validated in the real world in a controlled manner. Adapted from the book Effective Data Science Infrastructure.

IT 346

IT Testing Experimentation Software 346

IBM Big Data Hub

AUGUST 1, 2023

It’s the underlying engine that gives generative models the enhanced reasoning and deep learning capabilities that traditional machine learning models lack. Dev Developers can write, test and document faster using AI tools that generate custom snippets of code.

Modeling 59

Modeling Cost-Benefit Data Lake Machine Learning 59

Domino Data Lab

MAY 8, 2019

For example, in the case of more recent deep learning work, a complete explanation might be possible: it might also entail an incomprehensible number of parameters. Agile was originally about iterating fast on a code base and its unit tests, then getting results in front of stakeholders. Generally, you cannot get both.

Machine Learning 105

Machine Learning Data Science Modeling Visualization 105

IBM Big Data Hub

JANUARY 17, 2024

Based on the NLP analysis, the bot will identify the goal or purpose of the query–is the user just chatting, do they want to book a flight or do they want to track an order? Chatbots facilitate easy booking and scheduling appointments, simplifying the interaction between the business and the customer.

Interactive 66

Interactive Sales Machine Learning Marketing 66

Domino Data Lab

MARCH 3, 2019

O’Reilly Media published our analysis as free mini-books: The State of Machine Learning Adoption in the Enterprise (Aug 2018). I’m here mostly to provide McLuhan quotes and test the patience of our copy editors with hella Californian colloquialisms. The data types used in deep learning are interesting.

Data Science 49

Data Science Deep Learning Machine Learning Modeling 49

Domino Data Lab

JULY 9, 2019

A “data scientist” might build a multistage processing pipeline in Python, design a hypothesis test, perform a regression analysis over data samples with R, design and implement an algorithm in Hadoop, or communicate the results of our analyses to other members of the organization in a clear and concise fashion.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

O'Reilly on Data

JANUARY 25, 2021

This study is based on title usage on O’Reilly online learning. The data includes all usage of our platform, not just content that O’Reilly has published, and certainly not just books. More traditional modes also saw increases: usage of books increased by 11%, while videos were up 24%.

Machine Learning 363

Machine Learning Software Testing Technology 363

Occam's Razor

OCTOBER 12, 2017

When you go to the interview, the hiring company will proceed to ask questions that test your competency in the listed job requirements. Test for analytics experience AND explore the level of analytical thinking the job candidate possesses. Here are the collection of books, videos, people and learning opportunities from my sweetspot….

Marketing 136

Marketing Analytics Machine Learning Strategy 136