The Markov Decision Process (MDP) provides a mathematical framework for solving the RL problem. Almost all RL problems can be modeled as an MDP. MDPs are widely used for solving various optimization problems. In this section, we will…Continue
Added by Monika Sangwan on March 25, 2021 at 8:14am — No Comments
As with any project, an effective and result-driven is a must, the same goes with software development projects. There’s no secret that software development is one of the trickiest and complex tasks that ever existed and to do them right, one needs to be following certain methodologies and processes that make the project go smooth and results in a…Continue
Added by wilsonalton961 on March 25, 2021 at 6:30am — No Comments
The pandemic of COVID-19 has created a negative impact on the global 3D imaging market. The sustainability of the global market is mainly attributed to the advent of novel technological advancements in entertainment, healthcare, consumer electronics, and industrial automation. In addition, the emergence of 4D technology is projected…Continue
Added by Abhishek Peter on March 25, 2021 at 12:30am — No Comments
Hundreds of years of statistical analysis by tens of thousands of independent researchers has led to an array of similar sounding…Continue
I love teaching because the onus is on me to clearly and concisely communicate my concepts to my students. As I told my students, if I am describing a concept and you don’t…Continue
Added by Bill Schmarzo on March 24, 2021 at 7:30am — No Comments
Time and time again, Judea Pearl makes the point on Twitter to neural net advocates that they are trying to do a provably impossible task, to derive a model from data. I could be wrong, but this is what I think he means.
When Pearl says "data", he is referring to what is commonly called a dataset. A dataset is a table of data, where all the entries of each column have the same units, and measure a single feature, and each row refers to one…Continue
Added by Robert R. Tucci on March 24, 2021 at 4:32am — No Comments
“Hey, Siri! How many steps did I walk today?” “Hello, your average step count for the day is 20,000”. Internet of things, popularly termed IoT, has become such an…Continue
Added by Sweta Sharma on March 23, 2021 at 11:00pm — No Comments
Added by Kurt A Cagle on March 23, 2021 at 8:00am — No Comments
In my last post, I have compared R to Julia, showing how Julia brings a refreshening programming mindset to the Data Science community. The main takeaway is that…Continue
Added by Daniel Moura on March 23, 2021 at 3:30am — No Comments
Well, developers, 2021 is your year. Companies in almost every industry are scrambling to expand their IT operations and automate as much as possible.
We know, we know. The demand for developers is nothing new. But 2021 is different: 2021 is the year that will put some of…Continue
Added by OLIVIA CUTHBERT on March 23, 2021 at 12:30am — No Comments
This blog is the first part of a three-blog series, which talks about basics of reinforcement learning (RL)and how we can formulate a given problem into a reinforcement learning problem.
The blog is based on my teaching and insights from our book at the University of Oxford. I also wish to thank my co-authors Phil Osborne and Dr Matt Taylor for…Continue
Added by Kajal Singh on March 22, 2021 at 10:00pm — No Comments
One of the most valuable aspects of self-serve business intelligence is the opportunity it provides for data and analytical sharing among business users within the organization. When business users adopt true self-serve BI tools like Plug n' Play Predictive Analysis,…Continue
Added by Kartik Patel on March 22, 2021 at 9:10pm — No Comments
Accurate and reliable data in a CRM (Customer Relationship Management) system is essential if you want to use the right channels to connect with customers and potential clients at the right time.
You can refer to an account profile using the stored data whenever necessary. The sales team also rely on CRM data to gasp sales opportunities.…Continue
Added by John Sema on March 22, 2021 at 7:00pm — No Comments
The number of devices connected through the Internet of Things (IoT) is increasing rapidly. Statista estimates that there will be about 50 million IoT-connected devices in use across the world by 2030. And these interconnected devices and enterprise systems will generate vast amounts of data. And, most of this data will be stored and analyzed on the…Continue
Added by Raghavendra Singh on March 22, 2021 at 12:00am — No Comments
The main motive of using sentiment analysis is to find out the true feelings of the varied people living in our society. It can be used for analyzing the customer feedback of a particular company, normal users on social media towards a product, services, social issues, or political agendas.
Companies also use it for brand analysis, reputation crises,…Continue
Added by Roger Max on March 21, 2021 at 9:38pm — No Comments
Implementing Hashmap in Python and comparing it with other languages
Hey There again. In today’s article, we will cover what hashmap is, how is it called in different languages, and finally, how is it used in Python language. So…Continue
Added by Sriram K on March 21, 2021 at 9:00pm — No Comments
Added by Vincent Granville on March 21, 2021 at 8:30pm — No Comments
Artificial intelligence systems usually learn by example and are likely to learn better with high-quality examples. Low quality or insufficient training data can lead to unreliable systems that make poor decisions, reach the wrong conclusions, introduce or perpetuate bias and cannot handle real-world variation among other issues. Besides, poor data is…Continue
Added by Logan berger on March 21, 2021 at 5:00pm — No Comments
Last week, Nokia announced 10,000 jobs lost worldwide. Telecoms is a cyclical business with the G cycles (roughly spanning seven years) ex 3G, 4G etc – driving the ups and downs in employment. However, there is more at stake here because the Telecoms industry is fundamentally changing.
Added by ajit jaokar on March 21, 2021 at 11:30am — No Comments
Data catalogs are now a significant component in the management of data in modern organizations. Those that have implemented successful data catalogs have an easier time analyzing data. They can have quality data and improve the speeds of handling data. So what is a data catalog?
A data catalog is defined as a neat and organized inventory of…Continue
Added by Indhu on March 21, 2021 at 4:57am — No Comments