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Introduction Google Colab is an amazing gift to the data science community from the fine folks at Google. Colab gives us the ability to. The post 5 Amazing Google Colab Hacks You Should Try Today! appeared first on Analytics Vidhya.
Leandro Cresta, Latin America IT Director at stationery, lighter and razor company Bic, talks about creating and securing executive buy-in for the company’s data strategy, and the changing role of the CDO. You are the architect of Bic’s five-year strategic roadmap for data and analytics. Would you please tell our readers what the company hopes to achieve over that timeframe?
Companies need to collect, store, monitor, and analyze massive volumes of data in order to manage business performance and successfully deliver profitable results. No matter if your company is small or large, there is a great chance that you’ve been using SQL as the tool to-go when it comes to managing and extracting value from your database. There is still lots of relational database management included when it comes to online data analysis and different possibilities to perform the same.
90% of all data in the world has been generated in the last two years. With that in mind, it’s not surprising that a lot of companies are struggling with structuring and making sense of the data that they have, which causes various organizational issues, as well as limits the potential growth. That’s why big data companies that can help use that data are in such high demand.
AI adoption is reshaping sales and marketing. But is it delivering real results? We surveyed 1,000+ GTM professionals to find out. The data is clear: AI users report 47% higher productivity and an average of 12 hours saved per week. But leaders say mainstream AI tools still fall short on accuracy and business impact. Download the full report today to see how AI is being used — and where go-to-market professionals think there are gaps and opportunities.
Introduction “ Give me six hours to chop down a tree and I will spend the first four sharpening the axe.” – Abraham Lincoln. The post 10 Powerful and Time-Saving Data Exploration Hacks, Tips and Tricks! appeared first on Analytics Vidhya.
In these difficult times with more and more of us working from home, managing teams and being productive is an entirely new challenge for a lot of us. When working from home, it’s crucial that you keep your core values at the centre of your planning, along with ensuring that you’re fully prepared with all of the equipment and access you’ll need. Here at Zendesk, we want to help you be as productive and collaborative as if you were in the office , so we've prepared a quick guide to help you get t
COVID-19 has presented businesses with a new and immediate set of challenges that reinforce the need for data intelligence to inform disaster planning and business continuity. The coronavirus epidemic and its impacts are sharp and severe. And while its duration is uncertain, it is likely to permanently change the way businesses and societies function.
COVID-19 has presented businesses with a new and immediate set of challenges that reinforce the need for data intelligence to inform disaster planning and business continuity. The coronavirus epidemic and its impacts are sharp and severe. And while its duration is uncertain, it is likely to permanently change the way businesses and societies function.
sThe recent years have seen a tremendous surge in data generation levels , characterized by the dramatic digital transformation occurring in myriad enterprises across the industrial landscape. The amount of data being generated globally is increasing at rapid rates. In fact, studies by the Gigabit Magazine depict that the amount of data generated in 2020 will be over 25 times greater than it was 10 years ago.
Introduction “What’s the difference between supervised learning and unsupervised learning?” This is an all too common question among beginners and newcomers in machine learning. The post Supervised Learning vs. Unsupervised Learning – A Quick Guide for Beginners appeared first on Analytics Vidhya.
The world is going through extremely turbulent times. With the ongoing disruption of our lives, communities, and businesses from the COVID-19 pandemic, predictions from existing machine learning models trained prior to the pandemic become less reliable. There is plenty of historical data, but historical examples from before the pandemic may not provide the relevant examples needed to train a model that is useful today.
Brandon Rohrer is an expert in neural networks and deep learning. Plus, he makes really excellent videos about the topic. His entire YouTube Channel is worth viewing. How Deep Neural Networks Work by Brandon Rohrer. The post Brandon Rohrer – How Deep Neural Networks Work appeared first on Data Science 101.
Speaker: Ben Epstein, Stealth Founder & CTO | Tony Karrer, Founder & CTO, Aggregage
When tasked with building a fundamentally new product line with deeper insights than previously achievable for a high-value client, Ben Epstein and his team faced a significant challenge: how to harness LLMs to produce consistent, high-accuracy outputs at scale. In this new session, Ben will share how he and his team engineered a system (based on proven software engineering approaches) that employs reproducible test variations (via temperature 0 and fixed seeds), and enables non-LLM evaluation m
Artificial Intelligence (AI) is changing the way that eCommerce companies do business. AI is being implemented in systems across the eCommerce sector. From generating leads to gathering information, AI has improved multiple facets of the industry. Algorithmic bots have revolutionized customer facing services. Automated systems are the driving force behind improvements in back-end eCommerce software. eCommerce AI is a data-driven trend that allows companies to manage and analyze consumer informat
The World of Object Detection I love working in the deep learning space. It is, quite frankly, a vast field with a plethora of. The post Build your Own Object Detection Model using TensorFlow API appeared first on Analytics Vidhya.
The last couple of years have been anything but boring in the field of natural language processing , or NLP. With landmark breakthroughs in NLP architecture such as the attention mechanisms , a new generation of NLP models — the so-called Transformers — has been born (no, not the Michael Bay kind).
By fully utilizing the data for telco operators in China, Teradata helped communities battle the COVID-19 epidemic through ongoing public health communication, travel updates and inquiries.
The DHS compliance audit clock is ticking on Zero Trust. Government agencies can no longer ignore or delay their Zero Trust initiatives. During this virtual panel discussion—featuring Kelly Fuller Gordon, Founder and CEO of RisX, Chris Wild, Zero Trust subject matter expert at Zermount, Inc., and Principal of Cybersecurity Practice at Eliassen Group, Trey Gannon—you’ll gain a detailed understanding of the Federal Zero Trust mandate, its requirements, milestones, and deadlines.
Big data is changing the nature of file transfer technology. It is both creating new challenges and new opportunities. The good news is that big data is leading to new file sharing technology, which is making it easier to solve certain file transfer problems. On the other hand, it is increasing the bandwidth requirements companies face. Stewart Harper wrote a blog post about the problems companies face when they try to move big data to the cloud.
Introduction I have recently come across a lot of aspiring data scientists wondering why it’s so difficult to import different file formats in Python. The post How to Read Common File Formats in Python – CSV, Excel, JSON, and more! appeared first on Analytics Vidhya.
Statistics are playing a major role during the COVID-19 pandemic. The ways that we collect, analyze, and report them, greatly influences the degree to which they inform a meaningful response. An article in the Investor’s Business Daily titled “ Dow Jones Futures Jump As Virus Cases Slow; Why This Stock Market Rally Is More Dangerous Than The Coronavirus Market Crash ” (April 6, 2020, by Ed Carson) brought this concern to mind when I read the following table of numbers and the accompanying commen
Blog. As COVID-19 continues to spread, healthcare groups and companies of all kinds are under pressure to provide care in the face of increasing demand. Healthy Data is your window into how data is helping these organizations address this crisis. As the rapid spread of COVID-19 continues, data managers around the world are pulling together a wide variety of global data sources to inform governments, the private sector, and the public with the latest on the spread of this disease.
GAP's AI-Driven QA Accelerators revolutionize software testing by automating repetitive tasks and enhancing test coverage. From generating test cases and Cypress code to AI-powered code reviews and detailed defect reports, our platform streamlines QA processes, saving time and resources. Accelerate API testing with Pytest-based cases and boost accuracy while reducing human error.
During the recent coronavirus pandemic, we’ve been spending more and more time indoors. That makes us do more things on the internet. Some of us who were lucky enough to keep our jobs and work from home are also continually browsing the web. That might be fun and interesting, but we need to take into account the sheer influx of data that we’re providing to the numerous different web pages.
In today’s environment, seasoned companies who continue to weather the tests of time suddenly demand greater attention. How do they retain their grit and withstand adversity, whether from the COVID-19 pandemic or digital disruption? How much do values play out in their approach to customers, their ability to embrace new technology, or adopt a new method?
In my last post , we met Jane Doe, CEO. This article forms part of her further adventures [1]. The material may seem eerily familiar to anyone who – like me – has a pre-teen daughter. The figures show red in the ledger of dread. Not a bright spot anywhere. A storm of profit warnings. And I’m tearing out my hair. Our shares are tumbling like the rain I hear outside.
Blog. In Talking Data , we delve into the rapidly evolving worlds of Natural Language Processing and Generation. Text data is proliferating at a staggering rate, and only advanced coding languages like Python and R will be able to pull insights out of these datasets at scale. One of the most-asked questions from aspiring data scientists is: “What is the best language for data science?
ZoomInfo customers aren’t just selling — they’re winning. Revenue teams using our Go-To-Market Intelligence platform grew pipeline by 32%, increased deal sizes by 40%, and booked 55% more meetings. Download this report to see what 11,000+ customers say about our Go-To-Market Intelligence platform and how it impacts their bottom line. The data speaks for itself!
Machine learning is helping companies in every sector optimize their business models. Machine learning advances are helping companies solve some of their most obvious problems. However, they are also helping businesses deal with more mundane issues, such as accounting problems. While these problems seem less important at first glance, they are actually very important to address.
How can the game of checkers be used to illustrate specific machine learning functions? What role does the human play in the process? Find out the answers in this blog post.
Blog. Today, every industry is data-driven. In The Data Behind , we dig into the data creating change in rapidly evolving industries. This month, we cover the role that data will play for supermarkets in the face of the COVID-19 pandemic. Consumers around the world are rushing their local supermarkets. From cleaning materials and canned goods, to the dislocated demand for toil et paper, global supermarkets are responding to never-before-seen trends in consumer behavior.
Many software teams have migrated their testing and production workloads to the cloud, yet development environments often remain tied to outdated local setups, limiting efficiency and growth. This is where Coder comes in. In our 101 Coder webinar, you’ll explore how cloud-based development environments can unlock new levels of productivity. Discover how to transition from local setups to a secure, cloud-powered ecosystem with ease.
Artificial intelligence has been one of the most disruptive new technologies to affect the marketing profession in the last 50 years. One study found that 53% of marketers plan to use machine learning in some capacity. At Smart Data Collective, we have discussed many of the ways that AI and machine learning have changed the face of performance marketing.
There is no ROI in technology - specifically in data analytics, AI & Machine Learning - until we deploy in production and change the way we do business.
Do temperature and humidity affect the spread of coronavirus? We looked for correlations between weather and SARS-CoV-2 spread across the 21 regions of Italy, since these different regions have had different weather over the last few weeks. We didn’t find any strong relationships in the data we have so far. Below, we explain where we looked, and what we found.
A healthcare system needed to respond rapidly to the COVID-19 pandemic with pop-up drive-through testing sites. But first they needed a way to secure network connections between testing sites and their data center. To help, Sirius developed a technology-agnostic solution with secure network connections between drive-through clinics and their data centers.
Large enterprises face unique challenges in optimizing their Business Intelligence (BI) output due to the sheer scale and complexity of their operations. Unlike smaller organizations, where basic BI features and simple dashboards might suffice, enterprises must manage vast amounts of data from diverse sources. What are the top modern BI use cases for enterprise businesses to help you get a leg up on the competition?
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