Analytics Vidhya
DECEMBER 29, 2021
This article was published as a part of the Data Science Blogathon Overview This Pokemon will analyze the pokemon dataset and predict whether the Pokemon is legendary based on the features provided. We will discuss everything from scratch; we will go from CSV to model building with line by line explanation of code. Let’s get started. Image […].
KDnuggets
DECEMBER 29, 2021
AI/ML systems have a wide range of applications in a variety of industries and sectors, and this article highlights the top ways AI/ML will impact your small business in 2022.
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FlowingData
DECEMBER 31, 2021
Phew, just made it. These are my favorite data visualization projects from 2021. Like last year, there were many Covid-related charts on the internets this year. While they are important to gauge the state of things, I found myself veering away from them to focus on other areas. I craved distraction, practical information for the times, and anything outside the bubble.
Smart Data Collective
DECEMBER 28, 2021
Big data is playing a massive role in countless industries. It is changing the landscape of commerce as we know it. As we pointed out in the past, it is the key to business growth. We recently interviewed many entrepreneurs to understand their big data priorities. One of the most significant benefits is with office productivity. Many offices are using big data to lift productivity.
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Generative AI is upending the way product developers & end-users alike are interacting with data. Despite the potential of AI, many are left with questions about the future of product development: How will AI impact my business and contribute to its success? What can product managers and developers expect in the future with the widespread adoption of AI?
Analytics Vidhya
DECEMBER 28, 2021
This article was published as a part of the Data Science Blogathon Source: Vision Image Overview Deep learning is the most powerful method used to work on vision-related tasks. Convolutional Neural Networks or convents are a type of deep learning model which we use to approach computer vision-related applications. In this guide, we will explore how […].
KDnuggets
DECEMBER 28, 2021
Continue your learning journey in Reinforcement Learning with this second of two part tutorial that covers the foundations of the technique with examples and Python code.
Data Science Current brings together the best content for data science professionals from the widest variety of thought leaders.
Dataversity
DECEMBER 30, 2021
If 2021 was the year graph technology went mainstream, 2022 will be the year it becomes an enterprise “must-have.” Graph companies have attracted hundreds of millions of dollars in funding this year, as more organizations scale up (and out) with graph. In addition to the usual graph use cases – which include fraud detection, anti-money […]. The post Graph: A Must-Have Enterprise Technology in 2022 appeared first on DATAVERSITY.
Analytics Vidhya
DECEMBER 29, 2021
This article was published as a part of the Data Science Blogathon Welcome to my guide! In this guide, we will cover basic as well as advanced topics involved in Deep Learning. This guide will help you in gaining confidence in the concepts of Deep Learning. So let’s begin with our journey! Why do we need […]. The post A Guide on Deep Learning: From Basics to Advanced Concepts appeared first on Analytics Vidhya.
KDnuggets
DECEMBER 30, 2021
This list of best data science companies aims to go beyond the usual and expected. Some great and perhaps underrated options to get a job as a data scientist.
FlowingData
DECEMBER 30, 2021
Welcome to issue #170 of The Process , the newsletter for FlowingData members on how the charts get made. I’m Nathan Yau, and every month I collect visualization tools and resources to help you make better charts. This is the good stuff for December. Become a member for access to this — plus tutorials, courses, and guides.
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Many organizations today are unlocking the power of their data by using graph databases to feed downstream analytics, enahance visualizations, and more. Yet, when different graph nodes represent the same entity, graphs get messy. Watch this essential video with Senzing CEO Jeff Jonas on how adding entity resolution to a graph database condenses network graphs to improve analytics and save your analysts time.
Dataversity
DECEMBER 30, 2021
In the digital economy, business continuity is inextricably bound to technology. From retail and travel to finance and the public sector, services being moved online and employees working remotely means businesses are more reliant on their digital infrastructure than ever before. While organizations can take steps to protect their digital services from incidents caused by user error, […].
Analytics Vidhya
DECEMBER 27, 2021
This article was published as a part of the Data Science Blogathon Introduction A news article discusses current or recent news of either general interest (i.e. daily newspapers) or on a specific topic (i.e. political or trade news magazines, club newsletters, or technology news websites). A news article can include accounts of eyewitnesses to the happening event. […].
KDnuggets
DECEMBER 31, 2021
In this blog, we will discuss what makes Python so popular, its features, and why you should consider Python as a programming language for your startup.
FlowingData
DECEMBER 29, 2021
The David Rumsey Map Center at Stanford houses hundreds of thousands of maps dating back to the 1500s. Andres Picon for San Francisco Chronicle wrote about the collection : At the heart of that endeavor is the digitization of Rumsey’s vast physical collection, a project he began in the late 1990s when he launched davidrumsey.com , a constantly growing aggregation of about 112,000 digitized historical maps from his personal inventory.
Speaker: Scott Sehlhorst
We know we want to create products which our customers find to be valuable. Whether we label it as customer-centric or product-led depends on how long we've been doing product management. There are three challenges we face when doing this. The obvious challenge is figuring out what our users need; the non-obvious challenges are in creating a shared understanding of those needs and in sensing if what we're doing is meeting those needs.
Dataversity
DECEMBER 28, 2021
Air-gapped backup is becoming increasingly popular in the backup and disaster recovery (DR) industry. Most backup and DR vendors are already offering it as an integrated feature or in the process of including it in their solution(s). The biggest driver for air-gapping is the increasing number of cyber threats such as ransomware. Ransomware attacks have […].
Analytics Vidhya
DECEMBER 30, 2021
This article was published as a part of the Data Science Blogathon Source: huggingface.io Hey Folks! […]. The post Manual for the First Time Users: Google BERT for Text Classification appeared first on Analytics Vidhya.
KDnuggets
DECEMBER 29, 2021
It's time to learn: machine learning is not a Swiss Army knife.
FlowingData
DECEMBER 30, 2021
This is Hallgrímskirkja , a church in Reykjavík, Iceland. It will now also be known as the Church of the 95% Confidence Interval. The Church of the 95% Confidence Interval #rstats pic.twitter.com/m0gvvu2Dav. — Julien Cloarec (@CloarecJulien) December 5, 2021. Tags: church , humor.
Speaker: Timothy Chan, PhD., Head of Data Science
Are you ready to move beyond the basics and take a deep dive into the cutting-edge techniques that are reshaping the landscape of experimentation? 🌐 From Sequential Testing to Multi-Armed Bandits, Switchback Experiments to Stratified Sampling, Timothy Chan, Data Science Lead, is here to unravel the mysteries of these powerful methodologies that are revolutionizing how we approach testing.
Dataversity
DECEMBER 27, 2021
Companies have been racing to mature their technologies and pursue digital transformations in the last few years, as a way to gain or maintain competitive advantage and resilience. This has led to an emerging area of focus: cyber asset management. Organizations are now taking inventory of their IT infrastructure and prioritizing more agile cyber asset […].
Analytics Vidhya
DECEMBER 30, 2021
This article was published as a part of the Data Science Blogathon Introduction In 2018, a powerful Transformer-based machine learning model, namely, BERT was developed by Jacob Devlin and his colleagues from Google for NLP applications. BERT is a very good pre-trained language model which helps machines learn excellent representations of text wrt context in many natural […].
KDnuggets
DECEMBER 27, 2021
Learn how to improve ML reproducibility by treating experiments as code.
FlowingData
DECEMBER 28, 2021
Denise Lu and Albert Sun for The New York Times show the shifts in Covid-19 deaths among different demographic groups : The change in death rates among groups is starker by race and ethnicity, and the death rate has risen particularly sharply for middle-aged white people. Covid-19 now accounts for a much larger share of all deaths for that group than it did before vaccines were widely available.
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Start-ups & SMBs launching products quickly must bundle dashboards, reports, & self-service analytics into apps. Customers expect rapid value from your product (time-to-value), data security, and access to advanced capabilities. Traditional Business Intelligence (BI) tools can provide valuable data analysis capabilities, but they have a barrier to entry that can stop small and midsize businesses from capitalizing on them.
Dataversity
DECEMBER 27, 2021
Data has established itself as one of the most important elements in both business and science. With the advent of big data services, companies can get access to previously unattainable advanced analytics, and researchers can find almost any imaginable dataset to draw insights from. However, all this potential is hindered by ever-pressing data privacy regulations.
Analytics Vidhya
DECEMBER 30, 2021
This article was published as a part of the Data Science Blogathon. Introduction As we all know, OpenCV is a free open source library used for computer vision and image operations. OpenCV is written in C++ and has thousands of optimized algorithms and functions for various image operations. A lot of real-life operations can be solved […]. The post Image Operations in Python with OpenCV: Eroding, Dilation, and more!
KDnuggets
DECEMBER 28, 2021
Check out these one-liner interactive visualization with Pandas in Python.
FlowingData
DECEMBER 27, 2021
Magnus Carlsen continued to assert his dominance at the World Chess Championship. FiveThirtyEight broke down Carlsen’s dominance in the final match with Ian Nepomniachtchi with a series of difference charts. In the quick view, you see it was either a draw or a Carlsen win over 11 games. Tags: chess , FiveThirtyEight , Magnus Carlsen.
Speaker: Kevin Kai Wong, President of Emergent Energy Solutions
In today's industrial landscape, the pursuit of sustainable energy optimization and decarbonization has become paramount. Manufacturing corporations across the U.S. are facing the urgent need to align with decarbonization goals while enhancing efficiency and productivity. Unfortunately, the lack of comprehensive energy data poses a significant challenge for manufacturing managers striving to meet their targets.
Explosion
DECEMBER 30, 2021
The year 2021 is coming to an end, and like the previous year, it was shaped by unique challenges that impacted our work together. For Explosion, it was a very productive year. We found an investor that fits our strategy, we released spaCy v3, the work on Prodigy Teams is in full swing, and the team has grown a lot. So here’s our look back at our highlights of the year 2021.
Analytics Vidhya
DECEMBER 30, 2021
This article was published as a part of the Data Science Blogathon Introduction In this fastest era of technology, it is very difficult to stop every vehicle on the road and check its number plate in the search for one criminal car. With the increase in road fraud, the cops are also becoming smarter. They […]. The post Computer Vision to Detect License Number Plate appeared first on Analytics Vidhya.
KDnuggets
DECEMBER 30, 2021
Avoid headaches when debugging in one line of code.
FlowingData
DECEMBER 28, 2021
xkcd makes Statistics so fulfilling. George E. P. Box comes to mind. Tags: humor , xkcd.
Speaker: Anne Steiner and David Laribee
As a concept, Developer Experience (DX) has gained significant attention in the tech industry. It emphasizes engineers’ efficiency and satisfaction during the product development process. As product managers, we need to understand how a good DX can contribute not only to the well-being of our development teams but also to the broader objectives of product success and customer satisfaction.
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