Today’s business environment is as competitive as ever. With digital and brick-and-mortar businesses coalescing to create a comprehensive ecosystem of goods and services, differentiation can be difficult.
Efficiency and accuracy are becoming the drivers of success.
To put it simply, making the right business…Continue
Added by Evan Morris on August 27, 2019 at 8:00pm — No Comments
Added by Stephanie Shen on July 28, 2019 at 3:30pm — No Comments
Data is growing at an unimaginable speed. Data has been and will be the most crucial driving factors behind day-to-day activities that we carry out. As we talk, tons and tons of data---in exabytes is being added and processed each day, making it difficult to handle such an astronomical amount. There lies one major difficulty in handling such large amount of data. Since the volume is increasing rapidly in comparison to the computing resources, we find it…Continue
Added by Jane Brewer on June 24, 2019 at 8:00pm — No Comments
Added by Stephanie Shen on June 23, 2019 at 7:30am — No Comments
Big data is the buzzword today, isn’t it?
We live in the golden age of what…Continue
Added by Hiren patel on June 14, 2019 at 7:42pm — No Comments
According to the “Future of Jobs 2018” report, it is said that with advancement in machines and artificial intelligence it is likely that these technologies will replace 75 million jobs by 2020. Data scientist remains to be one of the trending careers, and those interested in pursuing data science as a career must first have the right skill set to land a job in this field.
As more companies become data-driven, professionals skilled in data science…Continue
Thanks to evolving technology, retail marketers nowadays have access to wide range of data and analytics tools, which is making everyone’s life easier. It gives businesses a chance to solve problems and provide excellent customer experience.
The ability of machines to process data and perform tasks in a way that mimics human intelligence such as voice and visual recognition or decision making is opening many doors for online retailers, and brand owners look for ways to…Continue
Added by Karolina Sposob on March 11, 2019 at 12:30am — No Comments
Web scraping or crawling is the process of extracting data from any website. The data does not necessarily have to be in the form of text, it could be images, tables, audio or video. It requires downloading and parsing the HTML code in order to scrape the data that you require.
Since data is growing at…Continue
Added by Hiren patel on February 24, 2019 at 9:30pm — No Comments
“Information is the oil of 21st century and analytics is the combustion engine” ~ Gartner
Big data is the new oil and there’s no denying to this fact. In certain ways the analogy fits, it is easy to draw attention about how information (data) is used to power much of the transformative technology that we see today such as predictive analysis, automation and artificial intelligence etc.
As technology move…Continue
Added by Aileen Scott on February 10, 2019 at 6:30pm — No Comments
Every business challenge that is to be solved with a data-driven decision has a data universe behind it. This data universe is the set of data that could be captured that is linked to the business challenge.
A data universe is formed by information and noise: Information is data that can be transformed into knowledge; noise is data from which no…Continue
Added by Ramon Serrallonga on January 1, 2019 at 6:36am — No Comments
Imagine that one day, you see people are queuing up in front of Bank A; so you ask the staff at the counter, you are told that they are offering anyone (regardless of their credit history) a loan of $100,000 at a fixed annual rate at 2%. You then look around, the Bank B next door offers 1-year term deposit with a fixed annual rate at 3% for the same amount ($100,000). After 5 minutes' waiting, you sign for the loan from Bank…Continue
Hadoop - MapReduce in an easy way
In the previous blog, we discussed about HDFS, one of the main components of Hadoop. I highly recommend going through that blog before moving onto MapReduce. This blog will introduce you to MapReduce, which is…Continue
Added by Aafrin Dabhoiwala on September 2, 2018 at 8:30am — No Comments
This blog is to give brief introduction about Hadoop for those who know next to nothing about this technology. Big Data is at the foundation of all the megatrends that are happening today, from social to the cloud to mobile devices to gaming. This blog will help to build the foundation to take the next step in learning this interesting technology. Let's get started:
1. What's Big Data?
Technology changes on the daily basis transforming the rules like never before. Something that looked modern and fresh yesterday can appear dated seemingly overnight, and trends once dismissed as irrevocably passé can unexpectedly cycle back in vogue.
Over the past few years, AI, Big Data, and such disruptive technologies have succeeded in transforming many industries already but a notable and a positive change noticeable is in the travel sector. Maybe because travel industries…Continue
Added by Nishtha Singh on August 13, 2018 at 3:04am — No Comments
Many predict, and warn, that the Artificial Intelligence (AI) Revolution will change the world – and possibly the very essence of mankind. But society-changing revolutions are not new. History is full of such revolutions. What can we learn from those previous revolutions that might provide an indication as to how this AI revolution might play out?
We will examine two other revolutions – the Industrial Revolution and the Information Revolution…Continue
The performance of the neural network improves with an increasing volume of training data. With more and more devices generating data that can potentially be used for training and model generation, the models are getting better at generalizing the stochastic environment and handling complex tasks. However, with more data and more complex structures for the deep neural networks, the computational requirements increase.
Even though we have started leveraging GPUs for deep neural network…Continue
Added by Packt Publishing on June 13, 2018 at 12:30am — No Comments
Businesses are growing more digitized today. As this happens, cybersecurity threats are rising as well. Companies are placed at an increasing risk, which is why they need help from big data analysis. In fact, KuppingerCole conducted a study entitled “Big Data and Information Security.” study looks in-depth at current deployment levels and the benefits of big data…Continue
I had a new talk presented at "Codemotion Amsterdam 2018" this week. I discussed the relation of Apache Kafka and Machine Learning to build a Machine Learning infrastructure for extreme scale.
Long version of the title:
"Deep Learning at Extreme Scale (in the Cloud) with the Apache Kafka Open Source Ecosystem - How to Build a Machine Learning Infrastructure with Kafka, Connect, Streams, KSQL, etc."
As always, I want to share the slide deck. The talk was…Continue
Added by Kai Waehner on May 8, 2018 at 9:30pm — No Comments
After reviewing 8 great ETL tools for fast-growing startups, we got a request to tell you more about open source solutions.There are many open source ETL tools and frameworks, but most of them require writing code.…Continue
Added by Luba Belokon on April 26, 2018 at 2:30am — No Comments
New reforms under the General Data Protection Regulation (GDPR) started as an attempt to standardize data protection regulations in 2012. The European Union intends to make Europe “fit for the digital age.” It took four years to finalize the agreements and…Continue