Analytics Vidhya

FEBRUARY 20, 2023

Introduction Natural language processing, deep learning, speech recognition, and pattern identification are just a few artificial intelligence technologies that have consistently advanced in recent years. This has helped chatbots grow significantly. More and more, chat robots are being employed in domains like education, e-commerce customer support, public place service, intelligent equipment, etc., rather than only […] The post Model Behind Google Translate: Seq2Seq in Machine Learning ap

Machine Learning 285

Machine Learning Modeling Deep Learning Technology 285

Depict Data Studio

FEBRUARY 20, 2023

Bored of the basics? Want to take your graphs to the next level? Wondering what’s possible in Microsoft Excel? From A to Z, here are some of the amazing data visualizations that you can make inside of good ol’ Excel. Area Bars Bar’c Box and Whisker Bubble Charts Bump To visualize rankings over time. Clustered Bars Clustered Columns Columns Combo Charts Data Bars Diverging Stacked Bars Donuts Dot Plots Heat Maps Heat Tables Histograms Interactive Dashboards Lines Lollipops Network Maps One-Pagers

Dashboards 145

Dashboards Visualization Interactive 145

Analytics Vidhya

FEBRUARY 20, 2023

Introduction In this article, our focus will be on learning how to solve a time series problem. Before we take up a time series problem, we must familiarise ourselves with the concept of forecasting. So now the question is, what is a time series? Time series analysis is a statistical technique used to analyze data […] The post How to Build Your Time Series Model?

Modeling 280

Modeling Statistics Forecasting Analytics 280

KDnuggets

FEBRUARY 20, 2023

Top Free Resources To Learn ChatGPT • The ChatGPT Cheat Sheet • 4 Ways to Rename Pandas Columns • ChatGPT as a Python Programming Assistant • How to Select Rows and Columns in Pandas Using [ ],loc, iloc,at and.

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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.

Experimentation

Analytics Vidhya

FEBRUARY 20, 2023

Introduction Whenever we talk about building better forecasting models, the first and foremost step starts with detecting. Decomposing time series components like a trend, seasonality & cyclical component and getting rid of their impacts become explicitly important to ensure adequate data quality of the time-series data we are working on and feeding into the model […] The post Various Techniques to Detect and Isolate Time Series Components Using Python appeared first on Analytics Vidhy

Forecasting 280

Forecasting Data Quality Modeling Analytics 280

CIO Business Intelligence

FEBRUARY 20, 2023

The ‘broken rung’ has long restricted women from achieving managerial positions in IT, and the latest joint LeanIn.org and McKinsey Women in the Workplace report finds underrepresentation in leadership roles is still a problem, and more so for women of color. Teradyne CIO Shannon Gath, who has a passion for helping women in STEM leadership roles to be successful in their careers, emphasizes education as a vital starting point for understanding the challenges women face in getting ahead in IT.

IT 110

IT Insurance Strategy Manufacturing 110

KDnuggets

FEBRUARY 20, 2023

Learn how to update a Python dictionary using the built-in dictionary method update(). Update an existing Python dictionary with key-value pairs from another Python dictionary or iterable.

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Analytics Vidhya

FEBRUARY 20, 2023

Introduction The world is becoming more connected daily, and increased vulnerability comes with increased connectivity. The Internet of Things (IoT) connects everyday devices to the internet, creating a web of interconnected devices that are exposed to hackers and vulnerable to attack. This article explains how to combine IoT and Blockchain for security.

IoT 265

IoT Technology Internet of Things Analytics 265

Juice Analytics

FEBRUARY 20, 2023

“Endings are hard” is the subject of a recent episode of Malcolm Gladwell’s podcast Revisionist History. He shares a live stage with comedian Mike Birbiglia, an extremely accomplished storyteller in his own right. Together they bemoan the inadequacy of many story endings. Gladwell compares how we evaluate people and how we evaluate stories. Unlike our snap judgements about people, …our evaluation of stories is the opposite.

IT 105

IT 105

Analytics Vidhya

FEBRUARY 20, 2023

Introduction We are living in an era of massive data production. When you think about it, almost every device or service we use generates a large amount of data (for example, Facebook processes approximately 500+ terabytes of data per day). This data is fed back to the product owners, who can then use it to […] The post Data Mining: The Knowledge Discovery of Data appeared first on Analytics Vidhya.

Knowledge Discovery 265

Knowledge Discovery Data mining Analytics KDD 265

Speaker: David Bard, Principal at VP Product Coaching

In the fast-paced world of digital innovation, success is often accompanied by a multitude of challenges - like the pitfalls lurking at every turn, threatening to derail the most promising projects. But fret not, this webinar is your key to effective product development! Join us for an enlightening session to empower you to lead your team to greater heights.

Management

Mark Raskino

FEBRUARY 20, 2023

In case you missed it, in December a company called DoNotPay demonstrated how it had harnessed the power of ChatGPT to do the live renegotiation of a consumer’s Comcast telecom bill. The company describes itself as a robot lawyer that “Utilizes artificial intelligence to help consumers fight against large corporations and solve their problems like beating parking tickets, appealing bank fees, and suing robocallers.” This is the kind of company we expect to arise in the Machine

Marketing 98

Marketing IoT Software Risk 98

Analytics Vidhya

FEBRUARY 20, 2023

Introduction Machine learning operations (MLOps) and model operations for artificial intelligence (ModelOps) have become increasingly important as more companies and organizations explore how they could use machine learning. Enterprises should ideally invest in both MLOps and ModelOps to make the most of their machine learning utilization and to steer clear of costly pitfalls.

Machine Learning 257

Machine Learning Modeling Enterprise Analytics 257

KDnuggets

FEBRUARY 20, 2023

Tools for organizing machine learning experiments, source code, artifacts, models registry, and visualization in one place.

Machine Learning 108

Machine Learning Visualization Modeling 108

Analytics Vidhya

FEBRUARY 20, 2023

Introduction Azure data factory (ADF) is a cloud-based data ingestion and ETL (Extract, Transform, Load) tool. The data-driven workflow in ADF orchestrates and automates data movement and data transformation. Azure data factory helps organizations across the globe in making critical business decisions by collecting data from various sources such as e-commerce websites, supply chains, logistics, […] The post Most Frequently Asked Azure Data Factory Interview Questions appeared first on Anal

Data-driven 247

Data-driven Data Transformation Analytics Data Warehouse 247

Speaker: Aarushi Kansal, AI Leader & Author and Tony Karrer, Founder & CTO at Aggregage

Software leaders who are building applications based on Large Language Models (LLMs) often find it a challenge to achieve reliability. It’s no surprise given the non-deterministic nature of LLMs. To effectively create reliable LLM-based (often with RAG) applications, extensive testing and evaluation processes are crucial. This often ends up involving meticulous adjustments to prompts.

Testing

KDnuggets

FEBRUARY 20, 2023

Learn how pre-processing improves the performance of machine learning models.

Machine Learning 124

Machine Learning Modeling 124

Analytics Vidhya

FEBRUARY 20, 2023

Introduction We live in a world where more than 2 quintillion bytes of estimated data are generated every day. This is due to the increased use of digital devices for texting, sending images, and emails, doing transactions, searching queries online, and so on. Everything we do is captured in the form of data. This data […] The post 5 Bad Reasons to Become a Data Scientist in 2023 appeared first on Analytics Vidhya.

Analytics 232

Analytics Visualization Data Science 232

KDnuggets

FEBRUARY 20, 2023

Resampling and how you can use it to improve the overall performance of your models.

Data Science 108

Data Science Modeling IT 108

Analytics Vidhya

FEBRUARY 20, 2023

Introduction Machine Learning is a fast-growing field, and its applications have become ubiquitous in our day-to-day lives. As the demand for ML models increases, so makes the demand for user-friendly interfaces to interact with these models. This blog is a tutorial for building intuitive frontend interfaces for Machine Learning models using two popular open-source libraries […] The post Streamlit vs Gradio – A Guide to Building Dashboards in Python appeared first on Analytics Vidhya

Dashboards 200

Dashboards Machine Learning Interactive Modeling 200

Speaker: Jon Harmer, Product Manager for Google Cloud

Move from feature factory to customer outcomes and drive impact in your business! This session will provide you with a comprehensive set of tools to help you develop impactful products by shifting from output-based thinking to outcome-based thinking. You will deepen your understanding of your customers and their needs as well as identifying and de-risking the different kinds of hypotheses built into your roadmap.

Risk

CIO Business Intelligence

FEBRUARY 20, 2023

Salesforce skills are among the most sought-after in the IT industry and demand is soaring. The most performant CRM system today, Salesforce is a core technology for digital business, and its associated applications and ecosystem help make it in a leading platform for those seeking a lucrative IT career. Salesforce certification is an excellent path for acquiring niche knowledge and skills to push your IT career forward.

Consulting 63

Consulting B2B Cost-Benefit Sales 63

Dataiku

FEBRUARY 20, 2023

“No one should select an AI operating model just to select an AI operating model,” says Jennifer Roubaud-Smith, VP of Global Services at Dataiku in a VentureBeat article. “No one should set up Centers of Excellence just to set up Centers of Excellence. It should always be about the kind of business challenges you want to solve.

Modeling 52

Modeling IT 52