Sat.Dec 25, 2021 - Fri.Dec 31, 2021

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4 Reasons Why You Shouldn’t Use Machine Learning

KDnuggets

It's time to learn: machine learning is not a Swiss Army knife.

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What Value Do Platforms Add for Data Product Teams?

Dataiku

While it is data executives who ultimately purchase a data science and machine learning platform to help teams deliver business value, they are unlikely to be day-to-day users. The users, typically more technical data practitioners, are the ones who deliver use cases and generate tangible value from the platform, justifying its cost. So what exactly are the benefits of using a platform for these users?

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A Guide on Deep Learning: From Basics to Advanced Concepts

Analytics Vidhya

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.

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4 Wonderful Ways to Use Big Data in Local SEO Marketing

Smart Data Collective

Big data has become a very important part of modern business. Companies are using big data technology to improve their human resources, financial management and marketing strategies. Digital marketing , in particular, is very dependent on big data. Companies are expected to spend over $5 billion on big data marketing services in 2026. One of the most important big data applications in marketing is with SEO.

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State of AI in Sales & Marketing 2025

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.

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3 Tools to Track and Visualize the Execution of Your Python Code

KDnuggets

Avoid headaches when debugging in one line of code.

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Hybrid Tables, Incremental Refresh and Table Partitioning in Power BI

Paul Turley

The December 2021 Power BI Desktop update introduced a long-awaited upgrade to the partitioning and Incremental Refresh feature set. The update introduces Hybrid Tables, a new Premium feature that combines the advantages of in-memory Import Mode storage with real-time DirectQuery data access; this is a big step forward for large model management and real-time analytic reporting.

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Japanese Contributions to Data Visualisation

The Data Visualisation Catalogue

Many of us in the western data visualisation community may think of data visualisation as a field that primarily emerged out of the West. If you were to name key historical practitioners of data visualisation, likely, the names Charles Joseph Minard , Florence Nightingale , William Playfair or Charles Dupin come to mind. But you’re unlikely to know that the Japanese have been using charts since the 1800s to aid in market trading.

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11 Best Companies to Work for as a Data Scientist

KDnuggets

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.

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Big Data Drives Office Productivity into Overdrive

Smart Data Collective

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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A Comprehensive Guide on Deep learning for Computer vision

Analytics Vidhya

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 […].

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How to Achieve High-Accuracy Results When Using LLMs

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

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The Top 7 FP&A Trends for 2022

Jedox

According to Gartner, 70% of new financial planning and analysis (FP&A) projects are slated to become extended planning and analysis (xP&A) projects by 2024. In other words, the Office of Finance will increase its collaboration with rest of the enterprise through new tools and more efficient processes that allow for better cross-departmental data management.

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How AI/ML Technology Integration Will Help Business in Achieving Goals in 2022

KDnuggets

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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Sirius Achieves F5 Transformation Partner of the Year Recognition

CDW Research Hub

Sirius, a CDW company, is proud to announce its selection by F5 as Transformation Partner of the Year, North America for 2021. F5 presents this annual award to the partner that best exemplifies alignment with F5’s strategies and success in driving new business through collaboration. Sirius received this prestigious recognition based on performance throughout the year as a catalyst to growth.

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Text Classification of News Articles

Analytics Vidhya

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. […].

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Zero Trust Mandate: The Realities, Requirements and Roadmap

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.

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Moving From Good BI to Better BI to Even Better AI

Dataiku

Many organizations believe that they need to have all their data ducks lined up before they attempt AI analytics. They believe they need to have conquered traditional or business intelligence (BI) analytics first, including data catalogs, data lineage, master data management, big data, etc. before planning for AI. While this conventional thinking has merits, it results in high opportunity costs and carries risks.

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Hands-On Reinforcement Learning Course, Part 2

KDnuggets

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.

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Enterprise BI: Everything You Need to Know

FineReport

Introduction. Modern enterprise business intelligence (BI) tools and practices enable quick decision making. Indeed, Early action on insights allows businesses to identify internal trends and improve inefficiencies. Dashboards and visualizations are the primary user interfaces of many tools and platforms. Furthermore, It is important to note that the advantages of business intelligence vary by industry and application.

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Text Classification using BERT and TensorFlow

Analytics Vidhya

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 […].

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Revolutionize QA: GAPs AI-Driven Accelerators for Smarter, Faster Testing

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.

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Deploy and Maintain More Models in Production With Dataiku 10

Dataiku

Dataiku 10 builds on core strengths related to model deployment and experiment tracking to bring additional tools to ML operators maintaining live models in production. Here, we'll highlight three key features that help make their job easier.

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What Makes Python An Ideal Programming Language For Startups

KDnuggets

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.

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Dashboard Metrics: Your KPI Guidelines and Practices

FineReport

Introduction. As technology advances, the use of data-driven dashboards is becoming increasingly important. Metrics dashboards enable you and your team to track the effectiveness of various tactics, campaigns, and processes. As a result, they allow you to improve your plans and act on the data in real-time. These KPI metrics are critical data to analyze and evaluate a company’s sales, human resources, and marketing, and operational activities.

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Image Operations in Python with OpenCV: Eroding, Dilation, and more!

Analytics Vidhya

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!

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The GTM Intelligence Era: ZoomInfo 2025 Customer Impact Report

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!

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A Modern Approach to ML Risk Mitigation Techniques and Controls

Dataiku

As the everyday use of AI grows across many industries, organizations are experiencing a shift in the culture around data-driven decision making. However, the use of AI, like any other technology, comes with a certain amount of risk. Effectively implemented oversight, management, and clear, value-driven organizational priorities are therefore crucial for safe scaling.

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Versioning Machine Learning Experiments vs Tracking Them

KDnuggets

Learn how to improve ML reproducibility by treating experiments as code.

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Supply Chain Predictions for 2022

Teradata

What we've learned during the pandemic and through almost two years of unprecedented supply chain disruptions will have great impact on the future of supply chain as we enter 2022.

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Manual for the First Time Users: Google BERT for Text Classification

Analytics Vidhya

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.

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Optimizing The Modern Developer Experience with Coder

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.

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Introducing Multimodal Clustering

DataRobot

People continue to be our most critical asset. The market is changing every day, and the ability to make more decisions, faster, creates a significant difference for each organization. Yes, data created over the next three years will far exceed the amount created over the past 30 years ( Source : IDC Worldwide Global DataSphere Forecast, 2020-2024).

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The Easiest Way to Make Beautiful Interactive Visualizations With Pandas

KDnuggets

Check out these one-liner interactive visualization with Pandas in Python.

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Misleading Statistics Examples – Discover The Potential For Misuse of Statistics & Data In The Digital Age

datapine

Table of Contents. 1) What Is A Misleading Statistic? 2) Are Statistics Reliable? 3) Misleading Statistics Examples In Real Life. 4) How Can Statistics Be Misleading. 5) How To Avoid & Identify The Misuse Of Statistics? Statistical analyses have historically been a stalwart of the high-tech and advanced business industries, and today they are more important than ever.

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Computer Vision to Detect License Number Plate

Analytics Vidhya

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.

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15 Modern Use Cases for Enterprise Business Intelligence

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?