Alternative Hyperparameter Optimization Technique You need to Know – Hyperopt

Analytics Vidhya

The post Alternative Hyperparameter Optimization Technique You need to Know – Hyperopt appeared first on Analytics Vidhya. Introduction When working on a machine learning project, you need to follow a series of steps until you reach your goal, one of the.

Optimizing Exploratory Data Analysis using Functions in Python!

Analytics Vidhya

The post Optimizing Exploratory Data Analysis using Functions in Python! This article was published as a part of the Data Science Blogathon. “The more, the merrier” It is a perfect saying for the amount. appeared first on Analytics Vidhya.

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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. Data Science Python Advanced Python live coding optimize python pandas python python

Supply chain optimization can be achieved with data

Phocas

Supply chain optimization means lowering costs and improving the performance of the production cycle with software and know-how.

The Best Sales Forecasting Models for Weathering Your Goals

Every sales forecasting model has a different strength and predictability method. It’s recommended to test out which one is best for your team. This way, you’ll be able to further enhance – and optimize – your newly-developed pipeline. Your future sales forecast? Sunny skies (and success) are just ahead!

TensorFlow Object Detection — 1.0 & 2.0: Train, Export, Optimize (TensorRT), Infer (Jetson Nano)

Analytics Vidhya

Train, Export, Optimize (TensorRT), Infer (Jetson Nano) appeared first on Analytics Vidhya. Part 1 — Detailed steps from training a detector on a custom dataset to inferencing on jetson nano board or cloud using TensorFlow 1.15. The post TensorFlow Object Detection — 1.0 & 2.0:

Data Analytics Play Huge Role In Optimizing Organization Management

Smart Data Collective

The post Data Analytics Play Huge Role In Optimizing Organization Management appeared first on SmartData Collective. Analytics Big Data SmartData Collective Exclusive optimizing organizationThe number of companies utilizing data analytics has skyrocketed in recent years.

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.

Optimizing Flash Storage Infrastructure With Object Storage

Sirius Computer Solutions

By using object storage to tier hot and cold data, many organizations can reap the benefits of optimized flash storage while still maintaining their data center’s ROI goals. Why optimized flash storage is important.

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. Independent wholesaler American Metals Supply (AMS) provides sheet and coil steel, prefabricated duct and fittings, and HVAC products to commercial construction projects. The company operates out of eight locations serving customers in twelve states across the middle of the U.S.

Commercial Investment Optimizer for a Global Brewery

bridgei2i

Case study: Commercial Investment Optimizer for a Global Brewery. A global manufacturer of consumer goods wanted to optimize their commercial investment across media channels to maximize their volume sales & profitability.

Best Practices for Marketing Database Cleanse

Finding a vendor to cleanse and optimize your marketing database can be difficult if you don’t know what to look for. Download the eBook to get the most out of your database cleanse and find an appropriate vendor for your B2B marketing objectives.

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. The post Data Optimization Facilitates Pinterest And Instagram Marketing appeared first on SmartData Collective. Big Data Marketing SmartData Collective Exclusive data optimization Instagram Pinterest

How A Data Mining Approach For Search Engine Optimization Works

Smart Data Collective

Data mining in Search Engine Optimization is a new concept and has gained importance in the digital marketing field. With the help of big data, digital marketers can easily keep a track as well as analyze the keyword, backlinks, on-page optimization, as well as other important search areas for optimizing their efforts. The post How A Data Mining Approach For Search Engine Optimization Works appeared first on SmartData Collective.

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. While this debate has not yet been settled, it is evident that hyperparameter optimization takes up considerable computational resources and time during the model building phase of the Machine Learning lifecycle.

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. Learn More: Marketing Optimization. View the Marketing Optimization Use Case Slide Share. Contact Us today to discover the benefits of predictive analytics and marketing optimization.

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? Sometimes we get caught up in our day-to-day lives and don’t stop to see if we are solving the right, bigger picture problems. That’s. Read More.

Data Science Fails: Building AI You Can Trust

The new DataRobot whitepaper, Data Science Fails: Building AI You Can Trust, outlines eight important lessons that organizations must understand to follow best data science practices and ensure that AI is being implemented successfully.

Importance Of Using Data Analytics To Optimize Lead Pipelines

Smart Data Collective

One of the most important benefits of data analytics with lead generation and optimization. The post Importance Of Using Data Analytics To Optimize Lead Pipelines appeared first on SmartData Collective. Big data is utilized in many facets of business.

Route Optimization for a leading FMCG company

bridgei2i

Case study: Route Optimization for a leading FMCG company. Given the large demand for its products, they wanted to optimize the number of salesmen and their travel costs, given different constraints. Business Context.

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. Designed to help you optimize your decisions and aimed at rules and business analysts, this paper lays out the proven steps to adopting decision optimization. It will show you the value of decision optimization and identify the critical success factors.

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. However, big data only helps with conversion rate optimization if it is used properly. One of the most important data-driven processes in marketing is CRO or conversion rate optimization. Are you missing a lot of optimizations on your landing pages?

How ZoomInfo Solves Recruiting Pain Points

For recruiters to build their pipeline and search for the next candidate, they need to ensure they have access to the most accurate data on the market. More specifically, having access to updated information lets you engage faster with ideal candidates searching the job market. To begin getting these candidates in the right positions, it includes utilizing updated contact data and enhancing your outreach strategy for improved effectiveness.

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. I’m a veteran of 35 years in Retail Financial Services, 25 of which working in Decision Management, the last 17 focused on Decision Optimization, I currently work as a Product Manager in FICO’s Optimization group, focused on the software solutions we develop for business users & business analysts. Optimal Decision-Making. New Analytic Approaches in Decision Optimization.

Demand elasticity estimation and price optimization for an Insurance major

bridgei2i

Case study: Demand Elasticity Estimation and Price Optimization for an Insurance Major. The client is a P&C insurance leader in Asia wanted to optimize their price & demand elasticity estimation.

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. Dataiku Product Featured

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. This can only be achieved by having a system that will easily optimize data on your cloud and on-premises IT infrastructure resources. The benefits of having such data optimization solution are numerous and these include; 1.

Upgrading Data Security in a Crisis

Speaker: M.K. Palmore, VP Field CSO (Americas), Palo Alto Networks

In most cases, the COVID-19 crisis has sped up the desire to engage in digital transformation for medium-to-large scale enterprises. Roadmaps are rarely implemented without challenges. During this session, MK Palmore, the Field CSO (Americas) for Palo Alto Networks and a former public-sector executive, will walk through the difficulties of crisis planning execution in the midst of an organization's digital changes. He will use a combination of industry insights through statistical observations and direct customer feedback to emphasize the importance of adopting new technologies to battle an ever changing threat landscape.

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. They don’t eliminate the need for experiments, but they do add a great deal of value when optimizing decisions. Decision trees are often used in decision management and decision optimization. Optimal Decision-Making.

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. Distribution and production networks face many challenges when it comes to transporting large numbers of products.

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! The post Whitepaper: Pooled Sample Testing: Optimal Strategy Determination using BRIDGEi2i Optimizer appeared first on Home Page – BRIDGEi2i: AI for the Digital Enterprise | Analytics and AI solutions for Enterprises.

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. The goal is therefore the “democratization” of planning, meaning key stakeholders all play a valuable role to help progress the organization toward process optimization. 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

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 Today, “doing more with less” is a key principle driving business strategy across many resource-intensive industries. Organisations are looking to get more out of artificial intelligence (AI) and machine learning (ML) than just great insights.

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. Over the past few years, the concept of Artificial Intelligence or ‘AI’, has finally been accepted into the mainstream and is dominating conversations around the world.

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. It wasn’t just hard, it was laborious to translate and solve business conditions and problems into algebraic equations by hand. As the course progressed, the equations became longer and more complicated in order to solve more complex problems.

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? To answer that, we’d need an independent team to test all the software packages under controlled conditions on a wide range of datasets. Featured Tech Blog

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. That’s exactly why understanding what an improved experience means for customers is so important.

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?

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.

IoT 86

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.

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.

KPI 61