4 Unique Methods to Optimize your Python Code for Data Science

Analytics Vidhya

Overview Writing optimized Python code is a crucial piece in your data science skillset Here are four methods to optimize your Python code (with. The post 4 Unique Methods to Optimize your Python Code for Data Science appeared first on Analytics Vidhya.

Optimal Decision-Making

Decision Management Solutions

This creates a rich set of information with which to optimize your decision, but to exploit it you will need to use mathematical models to calculate the different permutations and an optimization engine or solver to find the best one. But decision optimization is not a one-off exercise. But to find an optimal approach, you’ll need to use math. — Other posts in this series: The Customer Journey to Decision Optimization.

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Inventory optimization helps American Metals Supply adapt to change

Phocas

Critical during this time is i nventory optimization, monitoring closely what’s on hand, as well as projected inventory levels to uncover areas to address.

Data Optimization Facilitates Pinterest And Instagram Marketing

Smart Data Collective

Marketers can significantly benefit from using big data to optimize their strategies on visual social networks. The problem is not that big data can’t help marketers optimize their strategies on these visual social media platforms.

Cost Optimization for AI Applications

Dataiku

As organizations begin to monitor their unique recovery process and understand the shifting dynamics of the economic landscape following the global health crisis, many face the reality, albeit daunting, that their business was not equipped to pivot their operations in the face of mass disruption.

What the Future Holds for Decision Optimization

Decision Management Solutions

James, thank you for the opportunity to guest blog in your series on Decision Optimization. As James has discussed, optimizing decisions can be complex, requiring the management of many conflicting trade-offs, but often with huge benefits. Optimal Decision-Making.

The Customer Journey to Decision Optimization

Decision Management Solutions

Add mathematical optimization and you can go even further. We have just published a new white paper – The Customer Journey to Decision Optimization. It will show you the value of decision optimization and identify the critical success factors.

HyperOpt: Bayesian Hyperparameter Optimization

Domino Data Lab

This article covers how to perform hyperparameter optimization using a sequential model-based optimization (SMBO) technique implemented in the HyperOpt Python package. Feature engineering and hyperparameter optimization are two important model building steps.

3 Data-Driven Elements Of Conversion Rate Optimization Strategies

Smart Data Collective

Big data has played a very important role in conversion rate optimization. Audrey Throne, an author with Big Data Analytics News, has shared some details about the benefits of big data in conversion rate optimization. Are you missing a lot of optimizations on your landing pages?

Predictive Analytics Use Case: Marketing Optimization!

Smarten

Without a fundamental understanding of how a customer makes a buying decision and how customers choose a product or service, the marketing and advertising process is based only on guesswork, and that guesswork is bound to result in lost revenue and poor optimization of the marketing budget.

New Analytic Approaches in Decision Optimization

Decision Management Solutions

There’s a lot you can do right now to optimize your decisions. And you can optimize your decisions mathematically. What does the future hold for decision optimization? These models will improve any optimization that uses them. Optimal Decision-Making.

The Significance Of Data Optimization Solutions For Modern Enterprises

Smart Data Collective

In the search for a solution that will access, organize, and cleanse their data, enterprises have no alternative but to invest in high-end data optimization software. The benefits of having such data optimization solution are numerous and these include; 1.

How to Optimize Distribution Logistics using Big Data

DataFloq

With the rise of shipping and direct delivery, they are in greater need of new ways to optimize the logistics of transport and storage. Route optimization. In logistics and supply chain management processes, big data is used for route optimization.

Whitepaper: Pooled Sample Testing: Optimal Strategy Determination using BRIDGEi2i Optimizer

bridgei2i

Take a look at how large-scale, sequential optimization can help assess the infection rates of larger groups, promoting faster calls-to-action to contain the pandemic spread!

Target: Process Optimization

Jedox

Strategy: Optimizing finance processes. In order to successfully drive process optimization forward, it is important to be aware of the potential stumbling blocks. Where to begin process optimization. The post Target: Process Optimization appeared first on Jedox.

How To “Ultralearn” Data Science: optimization learning, Part 3

KDnuggets

This third part in a series about how to "ultralearn" data science will guide you through how to optimize your learning through five valuable techniques. 2019 Dec Opinions Advice Data Science Optimization Ultralearn

Hunting for the Optimal AutoML Library

Dataiku

In the last few years a lot of research has been done into how to automate the process of building machine learning models. There is now a wide array of open source libraries offering AutoML. How do they relate to one another, and more importantly, how do they compare?

How to optimize your business decision-making

IBM Big Data Hub

Decision-makers across many different industries are making complex decisions every day that involve optimizing trade-offs to make the right business choices

The rise of decision intelligence: AI that optimizes decision-making

IBM Big Data Hub

To learn more, I sat down with Virginie Grandhaye, offering manager for IBM Decision Optimization. Virginie has been bringing products to market to help our clients optimize decisions at speed by combining human and machine intelligence

Optimized Planning with Artificial Intelligence

Jedox

The post Optimized Planning with Artificial Intelligence appeared first on Jedox BI Blog. A good FP&A solution embraces the power of AI and should already have incorporated it into its technology.

Why decision optimization is essential for a data-driven economy

IBM Big Data Hub

In the beginning, it was merely optimizing output based on a few constraints. Back when I was in school, one of the most difficult classes for my business degree was quantitative analysis.

WEBCAST: COVID-19 | Pooled Sample Testing using BRIDGEi2i Optimizer – Videos

bridgei2i

WEBCAST: COVID-19 | Pooled Sample Testing using BRIDGEi2i Optimizer TM. The post WEBCAST: COVID-19 | Pooled Sample Testing using BRIDGEi2i Optimizer – Videos appeared first on Home Page – BRIDGEi2i: AI for the Digital Enterprise | Analytics and AI solutions for Enterprises

How to Optimize Your ERP Reporting Quickly and Easily

Jet Global

The good news is that optimizing ERP reporting is not as difficult as many expect, especially compared with proceeding with reporting as usual. The post How to Optimize Your ERP Reporting Quickly and Easily appeared first on insightsoftware. Why is ERP reporting so important?

How To Use Big Data To Deliver Optimized Customer Experiences

Smart Data Collective

The post How To Use Big Data To Deliver Optimized Customer Experiences appeared first on SmartData Collective. Business success begins and ends with customer experience. According to recent studies, 90 percent of buyers would gladly spend more for a better customer experience.

TensorFlow Optimization Showdown: ActiveState vs. Anaconda

KDnuggets

In this TensorFlow tutorial, you’ll learn the impact of optimizing both operators and entire graphs, how to efficiently organize data in training and testing datasets to minimize data shuffling, and how to identify a well-optimized model using Anaconda and ActivePython.

Why prescriptive analytics and decision optimization are crucial

IBM Big Data Hub

Prescriptive analytics helps identify the best course of action that can enable businesses to achieve organizational goals. Although figuring out what you should do is a crucial aspect of business, the value of prescriptive analytics is often missed.

3 ways a data catalog can help optimize your business

IBM Big Data Hub

The best data catalogs can automate the process to collect, classify and profile data to ensure the highest standards of quality. Here are three popular use cases detailing why companies are moving towards IBM’s Watson Knowledge Catalog

Optimization technology and AI in the real world: Operational efficiency stories

IBM Big Data Hub

In this blog post, we’ll share real-world stories of how decision optimization technology delivers prescriptive analytics capabilities and opens the door to operational efficiency.

How to use AI to optimize queries and automate resource management

IBM Big Data Hub

As companies progress on their Journey to AI , there is considerable focus on what needs to be available to build AI driven applications. The rungs of the AI ladder, which are best described as Collect, Organize, Analyze, Infuse, and Modernize are designed to strengthen a company’s use of AI.

Optimizing the IoT Infrastructure for Enhanced Big Data Performance

Smart Data Collective

Their main focus on collecting big data has been to optimize their business functions. Big data is being used for more effective marketing, optimal customer service, expediting research and development, maximizing product quality and much more. It gives him the opportunity to optimize their entire design process to the degree needed to create cutting edge IoT devices.

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Data Analytics Optimizes Shipping through KPI Tracking

Smart Data Collective

The post Data Analytics Optimizes Shipping through KPI Tracking appeared first on SmartData Collective. Big data is affecting every element of logistics in the economy. One facet of modern business that doesn’t get as much attention as it should is shipping, even though big data is having a profound impact on its future. Last June, a paper prepared by Paterson Simmons showed that big data is a driving force behind the shipping industry.

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How Marketers Can Use Data And Word-of-Mouth To Optimize Performance In 2020

DataFloq

Most businesses have gone digital, and companies have invested their marketing budget in SEO and PPC. Traditional marketing methods, in turn, have lost their edge and fallen by the wayside.Or have they?Some

Optimize your business intelligence solution on IBM Cloud Pak for Data

IBM Big Data Hub

Follow @IBMData

Big Data Advances Lead to More Optimal SEO-Predicated Hosting

Smart Data Collective

The post Big Data Advances Lead to More Optimal SEO-Predicated Hosting appeared first on SmartData Collective. Big data is a very important part of any digital marketing strategy.

More Brands Use AI Driven PPC Strategies For Optimal Exposure

Smart Data Collective

You should keep this in mind while optimizing your campaigns. Though not every business is the same, PPC and SEO combined can help you appear in local search, as well as optimize your content to appear much higher in SERP rankings in order to gain organic traffic.

Optimize Order-to-Cash Cycles with Microsoft Dynamics and Atlas

Jet Global

The post Optimize Order-to-Cash Cycles with Microsoft Dynamics and Atlas appeared first on insightsoftware. The order-to-cash cycle is the difference between a business idea and an actual business. It’s the skeleton of the organization, the structure that supports everything else.

MicroStrategy World: Optimizing Healthcare with Mobile Analytics

Perficient Data & Analytics

Juliet Silver, Chief Strategist for Healthcare , presented on optimizing healthcare operations with mobile analytics. Revenue Optimization : When you schedule a visit with a physician, there’s a lot that happens in the background.

New Data and Analytics Special Report: Cost Optimization for Chief Data Officers and D&A Leaders

Andrew White

Gartner’s Data and Analytics leaders team, led by Mike Rollings, just published a new Special Report: Cost Optimization and Risk Reduction Approaches for Data and Analytics Leaders: A Gartner Trend Insight Report. In response, data and analytics leaders must optimize costs and reduce risk but are unsure on how to do this. The post New Data and Analytics Special Report: Cost Optimization for Chief Data Officers and D&A Leaders appeared first on Andrew White.

Optimization in PostgreSQL using EXPLAIN – How to Teach People SQL

The Data School

Learn how to optimize your Postgres queries using EXPLAIN ANALYZE

How Up-And-Coming Music Companies Use Big Data For Optimal Results

Smart Data Collective

One of the biggest ways that it is disrupting the industry is by creating new engagement strategies and optimizing relationships. The post How Up-And-Coming Music Companies Use Big Data For Optimal Results appeared first on SmartData Collective.

Optimize your SQL Query – How to Teach People SQL

The Data School

Learn quick tips for how to optimize your SQL queries

Optimize and Protect Your Office 365 with Sirius Backup as a Service

Sirius Computer Solutions

The post Optimize and Protect Your Office 365 with Sirius Backup as a Service appeared first on Sirius Computer Solutions.

5 Ways Local SEO Companies Are Optimizing Their Models With Big Data

Smart Data Collective

Big data has been especially important for optimizing their marketing campaigns. This is an overlooked benefit of using big data for keyword research and optimization. The post 5 Ways Local SEO Companies Are Optimizing Their Models With Big Data appeared first on SmartData Collective. Large companies around the world are investing in big data. However, a number of small businesses are getting in on the action too.