Smart Data Collective

APRIL 17, 2019

It’s unlikely that we will ever lose access to major sitcoms or albums by popular artists, but shows with one short season on a smaller broadcast station or indie albums produced through minuscule labels always run the risk of being lost to time. Older web content is at the risk of being lost forever.

Big Data 64

Big Data Broadcasting Data Processing Cost-Benefit 64

IBM Big Data Hub

AUGUST 11, 2023

The term was originally coined in 2015 in a published research paper called, “Hidden Technical Debts in the Machine Learning System,” which highlighted common problems that arose when using machine learning for business applications. Reduced risk—Machine learning models need review and scrutiny. MLOps and IBM Watsonx.ai

Data Science 59

Data Science Machine Learning Cost-Benefit Deep Learning 59

Domino Data Lab

JANUARY 6, 2019

What are the projected risks for companies that fall behind for internal training in data science? If you haven’t seen R2D3 ’s excellent A visual introduction to machine learning series, part 1 and part 2 … run, do not walk, to your nearest browser and check that out! Data visualization for prediction accuracy ( credit: R2D3 ).

Data Science 56

Data Science Machine Learning Reporting Visualization 56

Cloudera

MAY 16, 2018

This approach also relates to monitoring internal fiduciary risk by tying separate events together, such as a large position (relative to historic norms) being taken immediately after the risk model that would have flagged it was modified in a separate system. Market data: Coordinated trading among multiple parties.

Data Lake 42

Data Lake Risk Visualization Unstructured Data 42

Sisense

FEBRUARY 24, 2021

But that number rose sharply afterwards, with the team noting there were over 1,000 people in this role by 2015. Platforms like Sisense enable these teams to quickly explore data through code, visualize the results, or convert them to models written back to AWS Redshift or Snowflake.

Data Warehouse 69

Data Warehouse Big Data Metrics Visualization 69

Octopai

JANUARY 19, 2021

This is done by visualizing the Azure Data Factory pipelines’ full column-level with source-to-target traceability through different data transformations at the most detailed level. About Octopai: Octopai was founded in 2015 by BI professionals who realized the need for dynamic solutions in a stagnant market.

Metadata 52

Metadata ROI Optimization Data Quality 52

The Unofficial Google Data Science Blog

APRIL 23, 2024

Figure 4: Visualization of a central composite design. Risk and Robustness Our estimates $widehat{beta}$ of the "true'' coefficients $beta$ of our model (1) depend on the random data we observe in experiments, and they are therefore random or uncertain. Controlling Risks under Different Loss Functions: The Compromise Decision Problem.

Experimentation 52

Experimentation Optimization Uncertainty Metrics 52

Insight

DECEMBER 30, 2019

LeNet-5: A classic CNN architecture Since LeNet-5, there have been many different CNN architectures developed over the years, such as AlexNet (2012), GoogLeNet (2014), VGGNet (2014), and ResNet (2015). Take a look at this animation from Wikipedia to visualize what is happening: Figure 3?—?animation a “warped wall detector.”

Visualization 72

Visualization Modeling Machine Learning IT 72

Jet Global

MAY 27, 2021

However, fear of the unknown has left many companies afraid to implement a new reporting tool, yet the risk of staying with Discoverer increases day by day: Discoverer extended support ended June 2017. Chrome: September 2015. The longer you delay your move away from Discoverer, the greater the risk you’ll be left high and dry.

Reporting 52

Reporting Cost-Benefit Dashboards Finance 52

Domino Data Lab

FEBRUARY 4, 2019

Eric’s article describes an approach to process for data science teams in a stark contrast to the risk management practices of Agile process, such as timeboxing. The ability to measure results (risk-reducing evidence). I double-dare you not to visualize that cohort! Legal concerns, risk, compliance. Friction ensued.

Data Science 66

Data Science Experimentation Data-driven Machine Learning 66

Occam's Razor

AUGUST 28, 2017

415 million diabetic patients worldwide are at risk of Diabetic Retinopathy (DR) – the fastest growing cause of blindness. Literally millions upon millions of people at risk of blindness will have access to AI-Powered technology that can create a different outcome for their life – and their families. An example I love.

Deep Learning 139

Deep Learning Machine Learning Marketing Strategy 139

Domino Data Lab

AUGUST 1, 2021

Skater provides a wide range of algorithms that can be used for visual interpretation (e.g. This dataset classifies customers based on a set of attributes into two credit risk groups – good or bad. This is to be expected, as there is no reason for a perfect 50:50 separation of the good vs. bad credit risk. See Wei et al.

Modeling 139

Modeling Deep Learning Machine Learning Knowledge Discovery 139

Domino Data Lab

JULY 9, 2019

You can sleep at night as a data scientician and you know you’re not building a random number generator, but the people from product, they don’t want to know just that you can predict who’s going to be at risk. It’s a visual problem so it works both in our MSE and it works by your eyeballs. And it works.

Data Science 112

Data Science Machine Learning Advertising Modeling 112

Alation

FEBRUARY 20, 2020

In 2016, Chief Data Officers (CDOs) will shift their attention from risk mitigation and traditional governance to monetizing data through faster, more reliable insight generation and the development of data science products. Satyen Sangani, CEO & Co-Founder: Visualization will no longer be synonymous with self-service.

Data Warehouse 52

Data Warehouse Visualization Enterprise Data Science 52

datapine

DECEMBER 28, 2021

Drinking tea increases diabetes by 50%, and baldness raises the cardiovascular disease risk up to 70%! Did we forget to mention the amount of sugar put in the tea or the fact that baldness and old age are related – just like cardiovascular disease risks and old age? 29, 2015, Republicans from the U.S. They sure can.

Statistics 363

Statistics Advertising Visualization Data mining 363

CIO Business Intelligence

APRIL 12, 2022

Even though Nvidia’s $40 billion bid to shake up enterprise computing by acquiring chip designer ARM has fallen apart, the merger and acquisition (M&A) boom of 2021 looks set to continue in 2022, perhaps matching the peaks of 2015, according to a report from risk management advisor Willis Towers Watson.

Enterprise 143

Enterprise Technology Consulting Software 143