Thu.May 20, 2021

article thumbnail

Real vs. Fake AI Hype: How to Spot the Difference

Dataiku

There is a lot of hype surrounding AI and, indeed, AI does have tremendous promise. The challenge that many organizations face, however, is trying to figure out what is real and what is fake hype. In a recent EGG On Air Episode, Jeff McMillan, Chief Analytics and Data Officer for Morgan Stanley Wealth Management, shared his views on present AI opportunities versus illusions.

article thumbnail

Machine Learning Automation using EvalML Library

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Machine Learning is one of the fastest-growing technology in the. The post Machine Learning Automation using EvalML Library appeared first on Analytics Vidhya.

Insiders

Sign Up for our Newsletter

This site is protected by reCAPTCHA and the Google Privacy Policy and Terms of Service apply.

Trending Sources

article thumbnail

How Data Analytics Improves Customer Journeys Behind the Scenes

Smart Data Collective

Big data has been highly important to modern organizations. Companies have started using data analytics to better reach their customers and improve their conversions. Online companies in particular have become highly dependent on big data to grow their customer bases. Before data analytics was widely used, nearly every decision a business manager would make was essentially the result of guesswork.

article thumbnail

Exploratory Data Analysis (EDA) – A step by step guide

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Exploratory Data Analysis, or EDA, is an important step in any. The post Exploratory Data Analysis (EDA) – A step by step guide appeared first on Analytics Vidhya.

article thumbnail

Beyond the Basics of A/B Tests: Highly Innovative Experimentation Tactics You Need to Know

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.

article thumbnail

What to Consider When Choosing a Masters in Business Analytics

Smart Data Collective

Making a decision about your further education and career should not be done lightly. Often, it is a large investment, and you will need to dedicate a lot of time and energy to learning new skills or developing existing ones. When completing a business analytics masters online, you will be taking a flexible course that works for you, letting you customize the degree to suit the industry you work in and allowing you to continue working alongside your studies.

article thumbnail

Dictionaries 101 – A Super Guide for a dictionaries in Python for Absolute Beginners

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Dictionary Whenever I heard those words, I imagine of this. The post Dictionaries 101 – A Super Guide for a dictionaries in Python for Absolute Beginners appeared first on Analytics Vidhya.

More Trending

article thumbnail

How to Initialize Weights in Neural Networks?

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Building even a simple neural network can be a confusing. The post How to Initialize Weights in Neural Networks? appeared first on Analytics Vidhya.

article thumbnail

#ClouderaLife Spotlight: Kathleen Merto, Early Talent Program Manager

Cloudera

Meet Kathleen Merto. To her colleagues, she’s Kat. . She works on our Emerging Talent team managing the hiring process for Interns and entry level roles. It’s a job she feels passionately about, so much so that she was eager to give her whole team a shout out! . Kat fell into the perfect career path for her. Growing up, she witnessed her mom, a nurse of 41 years now, dedicate so much of herself to helping others.

article thumbnail

Introduction to Supervised Deep Learning Algorithms!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This article aims to explain deep learning and some supervised. The post Introduction to Supervised Deep Learning Algorithms! appeared first on Analytics Vidhya.

article thumbnail

The Role of Cookies in Analytics and Privacy Issues they Raise

Smart Data Collective

There are a lot of issues in big data that warrant discussion. It is important to be aware of the different online data analytics metrics and tools used to track people online, since they shape the direction of big data technology. It is interesting how one word – cookies can mean different things. In the modern world of IT technology, you will think first regarding cookies, not as homemade fresh sweet things made by granny; you will imagine something that helps you not insert everyday passwords

article thumbnail

The Path to Product Excellence: Avoiding Common Pitfalls and Enhancing Communication

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.

article thumbnail

10 Colab Tips and Hacks for Efficient use of it

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Colaboratory, or “Colab” for short, are Jupyter Notebooks hosted by. The post 10 Colab Tips and Hacks for Efficient use of it appeared first on Analytics Vidhya.

IT 184
article thumbnail

5 Ways AI Is Driving Better Customer Experience

bridgei2i

5 Ways AI Is Driving Better Customer Experience. Organizations are increasingly embracing the AI shift to revolutionize business platforms. AI provides automated assistance, improves marketing flows, and leverages customer support service. It eliminates friction, enhances data analytics, and augments better resource utilization across organizations.

Sales 59
article thumbnail

What is Big Data? Introduction, Uses, and Applications.

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction We produce a massive amount of data each day, whether. The post What is Big Data? Introduction, Uses, and Applications. appeared first on Analytics Vidhya.

Big Data 182
article thumbnail

AI Experience Worldwide: Opportunity Is Everywhere

DataRobot

What was my main takeaway from this year’s AI Experience Worldwide ? Opportunity is everywhere. Opportunity to beat the competition. Opportunity to transform your business. Opportunity to deliver unbelievable ROI. Three sessions from the event sum it up best: Julian Forero and Katy Haynie from Snowflake delivered a powerhouse case for the new opportunities that the DataRobot and Snowflake integration has unlocked.

ROI 59
article thumbnail

Peak Performance: Continuous Testing & Evaluation of LLM-Based Applications

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.

article thumbnail

Top 15 Questions to Test your Data Science Skills on SVM

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction Before the sudden rise of neural networks, Support Vector Machines. The post Top 15 Questions to Test your Data Science Skills on SVM appeared first on Analytics Vidhya.

Testing 165
article thumbnail

Why CEOs Must Lead a New Relationship with Data

Teradata

CEOs need a new relationship with data if they are to successfully transition to the hyper-personalized, hyper-localized future most recognize as today’s immediate imperative.

52
article thumbnail

NLP: Building a Stemmer for Punjabi in Python!

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction This problem was given to me by my professor to. The post NLP: Building a Stemmer for Punjabi in Python! appeared first on Analytics Vidhya.

article thumbnail

Why CEOs Must Lead a New Relationship with Data

Teradata

CEOs need a new relationship with data if they are to successfully transition to the hyper-personalized, hyper-localized future most recognize as today’s immediate imperative.

52
article thumbnail

Driving Business Impact for PMs

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.

article thumbnail

Anomaly Detection using AutoEncoders. A Walk-Through in Python.

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Anomaly Detection Anomaly detection is the process of finding abnormalities in. The post Anomaly Detection using AutoEncoders. A Walk-Through in Python. appeared first on Analytics Vidhya.

article thumbnail

How 2021.2 Is Remaking the Future of Enterprise Search

Alation

Data search just got better. With the latest release of 2021.2, Alation has upgraded search with ranking that weights valuable social signals, and a new view that shares metadata alongside results. Searchers can now hunt through data domains, with filters that help them spotlight the best asset more quickly. Improved Search Ranking. When it comes to enterprise search, Alation has always led the industry.

article thumbnail

Working with Stock Market Time Series Data using Facebook Prophet

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Time series data consists of a set of observations in which. The post Working with Stock Market Time Series Data using Facebook Prophet appeared first on Analytics Vidhya.

Marketing 152
article thumbnail

5 Tips For Choosing The Right Digital Analytics Consulting Company

bridgei2i

5 Tips For Choosing The Right Digital Analytics Consulting Company. Digital analytics is not just about looking at the core numbers. It involves a detailed and comprehensive understanding of the data gathered from various sources. Digital analytics help organizations get a clearer insight into the customer’s needs by gathering and analyzing their digital data collected from websites, mobile applications, and other sources.

article thumbnail

Reimagined: Building Products with Generative AI

“Reimagined: Building Products with Generative AI” is an extensive guide for integrating generative AI into product strategy and careers featuring over 150 real-world examples, 30 case studies, and 20+ frameworks, and endorsed by over 20 leading AI and product executives, inventors, entrepreneurs, and researchers.

article thumbnail

Project & Task Management With R Shiny

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Project management leads to project completion which leads to faster implementation. The post Project & Task Management With R Shiny appeared first on Analytics Vidhya.

article thumbnail

Windows OS Optimization Essentials Part 1: Active Setup

Nutanix

This blog series introduces you to Microsoft Windows® Operating System (OS) optimizations, starting with version 1903. I will attempt to keep these optimizations as environment agnostic as possible.

article thumbnail

ML internals: Synthetic Minority Oversampling (SMOTE) Technique

Domino Data Lab

In this article we discuss why fitting models on imbalanced datasets is problematic, and how class imbalance is typically addressed. We present the inner workings of the SMOTE algorithm and show a simple “from scratch” implementation of SMOTE. We use an artificially constructed imbalance dataset (based on Iris) to generate synthetic observations via our SMOTE implementation, and discuss modifications that help SMOTE handle categorical attributes.

article thumbnail

Alation Helps Organizations Get More Value From Data

David Menninger's Analyst Perspectives

Alation recently announced the release of its 2021.1 version, introducing new data governance capabilities, enhancements in search and discovery through data domains, and extended connector and query coverage for data sources. Alation’s new federated authentication enables users to query cloud services such as Amazon Web Services, Snowflake, Tableau and more, using a single sign-on.

article thumbnail

Entity Resolution Checklist: What to Consider When Evaluating Options

Are you trying to decide which entity resolution capabilities you need? It can be confusing to determine which features are most important for your project. And sometimes key features are overlooked. Get the Entity Resolution Evaluation Checklist to make sure you’ve thought of everything to make your project a success! The list was created by Senzing’s team of leading entity resolution experts, based on their real-world experience.

article thumbnail

Alation 2021.2: More Tools to Drive Data Culture with Monali Narayanasami, Director of Product Management at Alation

Alation

Talo Thomson, content marketing manager: Hi Monali! Congratulations on launching the 2021.2 update. We have lots to cover, so let’s dive in. I know you worked on important new updates in Alation Analytics. Can you tell us more about what Alation Analytics is and it’s connection to data culture? Monali Narayanaswami, director of product management, Alation: In 2020.3 last year, we set a goal to make Alation Analytics better serve our customers.

article thumbnail

How To Get Rid Of Your Data Silos in S&OP

Jedox

Sales and production planning is often a mammoth task because numerous departments are involved. Data must be regularly queried and harmonized to even start planning. This is often because the data is not integrated and the result is data silos. In this blog post, we address this problem and explore solutions. The process of sales and operations planning (S&OP) is one of the most important tasks for organizations in manufacturing.

Sales 95
article thumbnail

All India Data Science – Student Scholarship Test

Analytics Vidhya

ArticleVideo Book Introduction Analytics Vidhya’s commitment to creating a diverse and democratized data science ecosystem is still intact and helps us stand apart from. The post All India Data Science – Student Scholarship Test appeared first on Analytics Vidhya.

Testing 165