Thu.Nov 12, 2020

article thumbnail

Random Network Distillation: A New Take on Curiosity-Driven Learning

Dataiku

Last time , we learned about curiosity in deep reinforcement learning. The idea of curiosity-driven learning is to build a reward function that is intrinsic to the agent (generated by the agent itself). That is, the agent is a self-learner, as he is both the student and its own feedback teacher.

IT 105
article thumbnail

Deep Unsupervised Learning in Energy Sector – Autoencoders in Action

Analytics Vidhya

Introduction In this short article, I will talk about unsupervised learning especially in the energy domain. The blog would mainly focus on the application. The post Deep Unsupervised Learning in Energy Sector – Autoencoders in Action appeared first on Analytics Vidhya.

Analytics 286
Insiders

Sign Up for our Newsletter

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

article thumbnail

5 Reasons Technical Support is Essential in the Big Data Age

Smart Data Collective

In an age where data plays a fundamental role in every aspect of our lives, it’s relatively simple to find the answers that we need. You can conduct a Google query and you’ll quickly find thousands of helpful webpages, YouTube videos, and blogs dealing with the issue. Big data has made it possible to store information on virtually everything. Unfortunately, the growing reliance on big data hasn’t come without a cost.

Big Data 140
article thumbnail

Fine-Grained Sentiment Analysis of Smartphone Review

Analytics Vidhya

Introduction Source Sentiment Analysis or opinion mining is the analysis of emotions behind the words by using Natural Language Processing and Machine Learning. With. The post Fine-Grained Sentiment Analysis of Smartphone Review appeared first on Analytics Vidhya.

article thumbnail

Get Better Network Graphs & Save Analysts Time

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.

article thumbnail

Hospitals Make Massive Inroads on COVID-19 Battle with EMS Data

Smart Data Collective

We have previously talked about some of the biggest ways that policy makers and the healthcare sector are using big data to fight COVID-19. Their approach has evolved in recent weeks, as they find ways to use EMS data to streamline their response. EMS Data Changes the Roadmap to Fighting COVID-19. COVID-19 has changed how hospitals and EMS services function dramatically.

Big Data 126
article thumbnail

Kaggle Grandmaster Series – Exclusive Interview with 2x Kaggle Grandmaster Firat Gonen

Analytics Vidhya

Where do you start when you want to learn how to ace data science competitions? You reach out to the elite. You try and. The post Kaggle Grandmaster Series – Exclusive Interview with 2x Kaggle Grandmaster Firat Gonen appeared first on Analytics Vidhya.

More Trending

article thumbnail

Data Engineering for Beginners – Partitioning vs Bucketing in Apache Hive

Analytics Vidhya

Overview Understand the meaning of partitioning and bucketing in the Hive in detail. We will see, how to create partitions and buckets in the. The post Data Engineering for Beginners – Partitioning vs Bucketing in Apache Hive appeared first on Analytics Vidhya.

Analytics 223
article thumbnail

True workplace diversity goes beyond gender parity

Cloudera

Diversity takes on many forms around us. Think of a garden, an orchestra, and the example that’s easiest to relate to: food. While every ingredient has its unique taste, combining them in the right amount will result in a delicious dish. If we understand the value of diversity, why is workplace diversity still a big challenge for many companies? D&I’s progress limited a narrow view of diversity.

article thumbnail

4 Recommendations for Maximizing ROI in Artificial Intelligence Solutions

CDW Research Hub

Artificial intelligence (AI) applications are becoming pervasive across all industries, and at companies of all sizes. In fact, most companies have a long line of AI use cases identified, in development, or already in productive use. As AI use cases start meeting their initial business objectives, initial infrastructure decisions can either accelerate the deployment of subsequent use cases or stall them.

ROI 79
article thumbnail

Unlocking Data Storage: The Traditional Data Warehouse vs. Cloud Data Warehouse

Sisense

Blog. Data warehouse vs. databases Traditional vs. Cloud Explained Cloud data warehouses in your data stack A data-driven future powered by the cloud. We live in a world of data: There’s more of it than ever before, in a ceaselessly expanding array of forms and locations. Dealing with Data is your window into the ways data teams are tackling the challenges of this new world to help their companies and their customers thrive.

article thumbnail

Understanding User Needs and Satisfying Them

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.

article thumbnail

How to Look like a 10x developer

MLWhiz

I love working with shell commands. They are fast and provide a ton of flexibility to do ad-hoc things.

52
article thumbnail

Alation + Databricks: Inviting More People to the Lakehouse

Alation

The post Alation + Databricks: Inviting More People to the Lakehouse appeared first on Alation.

article thumbnail

Bridge between Clouds for Nutanix Partners

Nutanix

Some of the most beautiful destinations in the world can often also be the most remote. For example – the Florida Keys were transformed over time by 42 bridges, connecting an 113-mile chain of islands to allow us access to a tropical wonderland.

26
article thumbnail

How to Optimize Your Accounts Receivables Dashboards (with Examples)

Jet Global

Strong accounts receivable policies and processes, backed by robust internal controls, are essential for enterprise success. In the same way that people need to take in oxygen consistently, businesses need to excel at collecting revenue to thrive. That’s why so many rely on accounts receivable dashboards to provide transparency and enable oversight.

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

Bridge between Clouds for Nutanix Partners

Nutanix

Some of the most beautiful destinations in the world can often also be the most remote. For example – the Florida Keys were transformed over time by 42 bridges, connecting an 113-mile chain of islands to allow us access to a tropical wonderland.

20
article thumbnail

5 Things That Keep CFOs Awake at Night in 2021

Jet Global

Effective management of a business in today’s world requires Chief Financial Officers (CFOs) to have clear visibility across the entire organization. Enterprise Resource Planning (ERP) software delivers a foundation for that visibility, provided that companies have all the right tools in place to maximize the value they get from those systems. When it’s chosen wisely and implemented correctly, ERP software solves some of the most difficult challenges today’s organizations face.

article thumbnail

Texts Without Pages: Advancing Text Analytics with Content Enrichment

Ontotext

The world of text is transforming. New tools, practices and environments change the way we access, read and write text. Documents, linear as they were before, are now becoming multidimensional digital spaces to be navigated and made sense of. The text in these documents is also changing. It is coming ever closer to the exciting molecular model Nicholas Negroponte, a pioneer in the field of computer-aided design and co-founder of the MIT Media Lab, envisioned in the early 1980s: The structure of