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Tag: Data Science

Is Your Data-Automation Process Really Powered by AI?
In this special guest feature, Sergio Suarez, Jr., Founder & CTO, TackleAI, discusses guidelines for data processing and data automation professionals offering insight into the role of AI in dynamic data discovery. Most companies are aware they are behind the times, but don’t know where to begin. That’s another reason …
Research Highlights: Deep Neural Networks and Tabular Data: A Survey
In this regular column, we take a look at highlights for important research topics of the day for big data, data science, machine learning, AI and deep learning. It’s important to keep connected with the research arm of the field in order to see where we’re headed. In this edition, …
The hidden ones who are running the system: Data stewards
Do you need a data steward, or do you want to become one? First of all, you have data, which is undoubtedly a blessing. However, instead of the holy grail of usable customer information that marketing, sales, and service teams desire, your staff frequently encounters messy and unreliable data in
4 techniques to utilize data profiling for data quality evaluation
Organizations can effectively manage the quality of their information by doing data profiling. Businesses must first profile data metrics to extract valuable and practical insights from data. Data profiling is becoming increasingly essential as more firms generate huge quantities of data every day. Businesses currently manage an average of 162.9
Comet Reveals Machine Learning Survey Results
Comet, the provider of the leading development platform for enterprise machine learning (ML) teams, announced the results of its recent survey of machine learning professionals. Hundreds of enterprise ML team leaders were asked about their experiences and the factors that affected their teams’ ability to deliver the level of business …
How does the hybrid cloud offer the best of both worlds?
Hybrid cloud computing unifies private, public, and on-premises IT infrastructures to form a single flexible, cost-effective IT infrastructure. The hybrid cloud provides orchestration, management, and application portability across these environments. What is hybrid cloud computing? A hybrid cloud is an IT architecture that incorporates workload portability, orchestration, and management across
TOP 10 insideBIGDATA Articles for March 2022
In this continuing regular feature, we give all our valued readers a monthly heads-up for the top 10 most viewed articles appearing on insideBIGDATA. Over the past several months, we’ve heard from many of our followers that this feature will enable them to catch up with important news and features …
Deci Boosts Computer Vision & NLP Models’ Performance at MLPerf
Deci, the deep learning company harnessing Artificial Intelligence (AI) to build AI, announced its results for both Computer Vision (CV) and Natural Language Processing (NLP) inference models that were submitted to the MLPerf v2.0 Datacenter Open division. These submissions demonstrated the power of Deci’s Automated Neural Architecture Construction (AutoNAC) technology, …
How to organize your company’s vital data using a data mart to identify its key findings?
Data marts are one critical tool in successfully turning data into insights in a market dominated by big data and analytics. A data mart is a type of access layer in a data warehouse that is used to give users data. Data marts are often viewed as tiny pieces of
5 Hardware Accelerators Every Data Scientist Should Leverage
The data science profession has become highly complex in recent years. Data science companies are taking new initiatives to streamline many of their core functions and minimize some of the more common issues that they face. They are using tools like Amazon SageMaker to take advantage of more powerful machine …
Gender Inequality in the Movie Industry
Introduction Over the past 100 years, women's participation in the workforce has drastically changed. In 1920, women made up only 20% of the labor force, but changes in laws and women's rights led to an increase in women not only joining but also staying in the workforce. This increase peaked …
Data modeling: A blueprint for valuable database
What is data modeling is a question of the day. Databases help run applications and provide almost any information a company might require. But what makes a database valuable and practical? How can you be sure you’re building a database that’ll fulfill all of your requirements? Consider data modeling as
Heard on the Street – 4/5/2022
Welcome to insideBIGDATA’s “Heard on the Street” round-up column! In this regular feature, we highlight thought-leadership commentaries from members of the big data ecosystem. Each edition covers the trends of the day with compelling perspectives that can provide important insights to give you a competitive advantage in the marketplace.
Python Madness
The Python MVP March Madness 2022 tournament also has arrived at its championship game, with echoes of the real NCAA. Two weeks ago, the tournament began with 32 Python packages matched up in a head-to-head, lose-or-go-home tournament play. The community voted, round-by-round, and delivered NumPy and pandas to the final …
How to unlock the value of data by using metadata?
Metadata, in its most basic sense, is simply data about data. It’s a method for determining what your data means or represents. It generally includes a description of the data and key background information. The definition of metadata is “a set of data that describes and gives information about other
Highlights from the LXT Executive Survey: The Path to AI Maturity
[SPONSORED POST] Earlier this year, LXT published the findings of the company's recent executive survey in a report entitled The Path to AI Maturity. Through this research we wanted to understand how companies currently view their level of AI maturity, as well as the characteristics of companies that have reached …
The Myth of Analytic Talent Shortage
I tested the job market in the last two weeks, both as an applicant, and as a hiring manager. I share my experience here. It is radically different from what you read in the news, or from what most people say. Data scientists and machine learning engineers looking for a …
What role does aggregate data play in a business’s success?
Large-scale data gathering has numerous benefits for many sectors, including business intelligence and research. Large-scale data collection can provide essential insights for businesses, academics, and governments. Analysts employ various techniques to aggregate data to develop predictions, assess processes, and influence decisions. This post will go over what aggregate data is