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.

Go Beyond Predictions. Optimize Business Impact.

Jen Underwood

Industry Perspective Predictive Analytics BI & Analytics Artificial Intelligence Prescriptive Analytics Automation Solution Review automated machine learning Optimizationby Jen Underwood. Why didn’t I think of that?

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.

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.

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.

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.

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.

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.

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.

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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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.

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.

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.

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

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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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 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.

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

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.

Optimization in PostgreSQL using EXPLAIN – How to Teach People SQL

The Data School

Learn how to optimize your Postgres queries using EXPLAIN ANALYZE

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.

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.

Optimize your SQL Query – How to Teach People SQL

The Data School

Learn quick tips for how to optimize your SQL queries

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.

Optimizing Marketing Spend with IBM Watson Studio

Jen Underwood

by Jen Underwood. In our previous article, we introduced IBM Watson Studio and discussed helping our CMO and marketing team better utilize limited resources with advanced analytics. In this article, we will reveal. Read More.

Optimizing SaaS Pricing Strategy Based On Data Analysis

Smart Data Collective

The post Optimizing SaaS Pricing Strategy Based On Data Analysis appeared first on SmartData Collective. Trying to create the ultimate SaaS pricing strategy is tricky, to say the least. The point is to make yourself and your customers happy – you want your product to be properly aligned with value so you can earn revenues from it, while on the other side clients want something they deem “affordable.”

Turn your ERP failures into optimization success

3AG Systems

No other three letters can strike such fear into the heart of a CFO. But why is this the case? And what can leaders do to solve this problem? What does ERP stand for First a quick primer. The term Enterprise Resource Planning, or ERP, was first coined by Gartner in the 1990s. It describes software that evolved out of maintenance resource planning and manufacturing resource planning tools developed in the 1960s.

Pricing Optimization for a Fortune 500 Consumer & Professional Products Company

bridgei2i

Pricing Optimization for a Fortune 500 Consumer & Professional Products Company. The post Pricing Optimization for a Fortune 500 Consumer & Professional Products Company appeared first on Home Page – BRIDGEi2i: AI for the Digital Enterprise | Analytics and AI solutions for Enterprises. Case study. Business Context.

Avoid Becoming Digital Prey: How to Optimize Operations to Transform Your Business

Perficient Data & Analytics

So, what does it take to optimize operations, processes and systems? Optimizing operations starts with you, the digital business leader. Understandably, when you take a step back and analyze the sheer amount of internal systems, processes and technologies you’re responsible for, and then add on the cost of operating each, optimizing operations can seem overwhelming. Knowledge is Power: Understand Key Business Optimization Trends.

Why You Get Faster Query Results with Teradata’s Adaptive Optimizer

Teradata

Carrie Ballinger explores the capabilities of Teradata’s Adaptive Optimizer and how it builds better query plans for faster answers to analytic queries

Best Practices for Optimizing Distributor Profitability

The Kini Group

So, how can you optimize distributor profitability using factors other than costs? The Obvious First Two Elements of Optimizing Distributor Profitability. So, where do you start in your effort for optimizing distributor profitability?

Lagrange multipliers with visualizations and code

KDnuggets

In this story, we’re going to take an aerial tour of optimization with Lagrange multipliers. Whenever we have an optimization problem with constraints. 2019 Aug Tutorials, Overviews Analytics Mathematics Optimization PythonWhen do we need them?

Transforming With Optimism in the Insurance Industry

Perficient Data & Analytics

That optimism comes from the stability these companies have managed to develop. Mario Greco, CEO of Zurich Insurance Group, one of the world’s largest insurance companies, sat down with CNBC following the release of the company’s Q4 2017 earnings. He shared his views on how the industry is doing as a whole, as well as how Zurich is maintaining its leadership position in such a competitive environment. The industry is in a fantastic state of transformation.

Inventory optimization headache and how to approach it with data science

ScienceSoft

Is inventory optimization still your headache? Here, we describe three pills you can take - simple math, statistics and machine or namely deep learning - and show why data science can be your #1 painkiller

Driving optimization with BI reporting and advanced analytics

3AG Systems

These technologies allow companies to enhance existing skills and optimize existing processes. Chances are you already know that data is important for business – really important. You’ve likely been barraged by a seemingly endless stream of data terms: BI technologies, big data techniques, advanced analytics, machine learning and AI. And despite the hype, you’re probably wondering what the fuss is all about. After all, don’t companies already make decisions based on data?

BI reporting, advanced analytics and the discipline of business optimization

3AG Systems

These technologies allow companies to enhance existing skills and optimize existing processes. Chances are you already know that data is important for business – really important. You’ve likely been barraged by a seemingly endless stream of data terms: BI technologies, big data techniques, advanced analytics, machine learning and AI. And despite the hype, you’re probably wondering what the fuss is all about. After all, don’t companies already make decisions based on data?

There is No Free Lunch in Data Science

KDnuggets

2019 Sep Opinions Data Science Machine Learning OptimizationThere is no such thing as a free lunch in life or data science. Here, we'll explore some science philosophy and discuss the No Free Lunch theorems to find out what they mean for the field of data science.

How to Choose Your Data for Optimal Reporting: Live vs. Warehouse vs. Cubes – Webinar June 13th, 2019

Jet Global

The post How to Choose Your Data for Optimal Reporting: Live vs. Warehouse vs. Cubes – Webinar June 13th, 2019 appeared first on Jet Global. Jet Analytics provides users with several data sources and data structures to choose from when building reports or dashboards. But how do you decide when to choose your live database, your data warehouse or your cubes?

There is No Such Thing as a Free Lunch: Part 1

KDnuggets

2019 Oct Opinions AI Deep Learning Machine Learning OptimizationYou have heard the expression “there is no such thing as a free lunch” – well in machine learning the same principle holds. In fact there is even a theorem with the same name.