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All Blog Posts Tagged 'dsc_ml' (49)

Plug n' Play Predictive Analysis for Business User Data Prototyping

Whether your business is a small, single location brick and mortar enterprise or a large, multi-facility organization that spans the global market, you need access to sophisticated, easy-to-use business intelligence tools in order to compete in local, regional and global markets.

When organizations undertake the process of researching and…

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Added by Kartik Patel on February 22, 2021 at 2:30am — No Comments

A Plethora of Machine Learning Articles: Part 1

Source: see here

In Part 1 of this short series, I have included the most interesting articles that I wrote in the last few years. This part focuses on the business analytics / BI /…

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Added by Vincent Granville on February 21, 2021 at 2:30pm — No Comments

AI Chatbots: What to Expect When You Use Them

Artificial Intelligence (AI) chatbots are now integral to communication strategies in most organizations. They’ve become a human alternative for common query resolutions.

But why?

They simulate human interactions and can have conversations with end users, just like customer agents can. AI chatbots can ask questions and provide…

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Added by Shane Barker on February 16, 2021 at 9:30am — No Comments

NLP Makes Every Business User More Comfortable with Analytics

 Natural Language Processing Defeats User Trepidation About Augmented Analytics

Your business users probably fight you on improving data literacy and on implementing digital transformation. Many business users have a fear of analytics and envision having to become a business analyst or a data scientist in order to…

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Added by Kartik Patel on February 15, 2021 at 3:00am — No Comments

AI DataSense Technology

Artificial Intelligence is changing how data management and analysis is handled in the age of big data. Organizations are generating more data than ever before and the process of accessing data using traditional methods is not only time consuming but also poses a threat to the data sets. To handle this challenge, AI changes the way we view data in…

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Added by Indhu on February 12, 2021 at 9:30am — No Comments

A Critical Comparison of the ML Platforms in an Evolving Market

The Evolution of the MLaaS Market

The Machine…

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Added by Raghavendra Singh on February 8, 2021 at 12:30am — No Comments

How Machine Learning Discretely Assists Data Scientists

There are unlimited discussions, and conversations over this well-known point, and it tends to be a touch of overpowering to realize where to begin from data science specialists to finish amateurs.

While, from analysts to students,…

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Added by akash on February 4, 2021 at 11:30pm — No Comments

Deep Learning Reinvents the Hearing Aid

This article was written by DeLiang Wang.

My mother began to lose her hearing while I was away at college. I would return home to share what I’d learned, and she would lean in to hear. Soon it became difficult for her to hold a…

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Added by Andrea Manero-Bastin on January 28, 2021 at 7:00am — No Comments

NLP with Bangla: Generating Text and Sentiment Analysis

In this blog post, I shall discuss on a few NLP techniques with Bangla language, demonstrate how to train a word2vec model with Bangla wiki corpus with tensorflow, and explore how to visualize the semantic similarity between words using t-SNE. Once done, the article will focus on how to train a character / word LSTM on selected Tagore’s…

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Added by Sandipan Dey on January 27, 2021 at 1:00am — No Comments

How to Overcome Web Scraping Challenges With AI & ML Technology



Artificial Intelligence (AI) and Machine Learning (ML) are already being leveraged for increased efficiency and greater success in public web data-gathering operations.



It’s not a secret that web scraping can be complex and challenging. Part of that challenge is the fact that much of the process consists of repetitive and…

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Added by Julius Cerniauskas on January 21, 2021 at 4:00am — No Comments

How to use MLOps for an effective AI strategy

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Added by Raghavendra Singh on January 21, 2021 at 12:30am — No Comments

Machine Learning / Stats / BI: Mini Translation Dictionary

Here I provide translations for various important terms, to help professionals from related backgrounds better understand each other. In particular, machine learning professionals versus statisticians.

Source for picture:…

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Added by Vincent Granville on January 18, 2021 at 9:12pm — No Comments

Master Machine and Human Learning to Win the Digital Transformation Wars

The “Economies of Learning” are more powerful than the “Economies of Scale”

This may be my most powerful concept (outside of the Schmarzo Economic Digital Asset Valuation Theorem and the…

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Added by Bill Schmarzo on January 18, 2021 at 11:00am — No Comments

Advantages and Disadvantages of Automated Machine Learning

The title of this blog is accurate

There are indeed some caveats / disadvantages to automated machine learning.

This blog was motivated by a question in my University of Oxford class effectively asking:

Will automated machine learning take over all the data scientists’ tasks?

If you listen to the…

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Added by ajit jaokar on January 18, 2021 at 3:00am — No Comments

Can Gerrymandering Be Ended via Machine Learning?

Gerrymandering has long been a problem in the process of choosing elected officials globally, but it is especially a problem in the United States, where political redistricting occurs every two years in response to changes in population distribution and density. The term itself arose in 1820 in Massachusetts as the…

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Added by Kurt A Cagle on January 17, 2021 at 12:00pm — No Comments

Traditional vs Deep Learning Algorithms used in BlockChain in Retail Industry

Use of SecureSVM, Boosting, Bagging, Clustering, LSTM, CNN, GAN in Retail with BlockChain

Introduction

This blog highlights different ML algorithms used in blockchain transactions with a special emphasis on bitcoins in retail payments. This blog is structured as follows:

  • Overview of the role of blockchain in the retail industry.
  • Different traditional…
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Added by Sharmistha Chatterjee on July 26, 2020 at 7:22am — No Comments

Quantum Neural Net, an Oxymoron

oxymoron

Venn diagram showing overlap between "quantum" and "neural network"

The term "quantum neural networks" is being used with increasing frequency by the quantum computing community. Maybe as a dishonest, bait-and-switch advertising strategy, this makes sense. However, from a scientific standpoint, "quantum neural network" is a very poor name choice for what is being alluded to here.

Artificial Neural Networks, often called "Neural Nets" for short, are supposed to…

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Added by Robert R. Tucci on July 15, 2020 at 4:30am — No Comments

My First Neural Network

This article was written by Bharat Girdhar.

I was always intrigued by the concept of computers taking a decision on behalf of humans. Though the concept of machine learning has been there for decades but…

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Added by Andrea Manero-Bastin on July 10, 2020 at 5:00am — No Comments

23 sources of data bias for #machinelearning and #deeplearning

In the paper A survey on bias and fairness in machine learning.- the authors outline 23 types of bias in data for machinelearning. The source is good – so below is an actual representation because I found it useful as it is

full paper link below

 

1) Historical Bias. Historical bias is the already…

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Added by ajit jaokar on June 30, 2020 at 12:02pm — 1 Comment

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