5 Machine Learning Techniques for Image Optimization

DataFloq

Image optimization techniques are implemented for the purpose of reducing the size of an image file. Another advantage of image optimization is reducing network bandwidth consumption, which can help speed up file transfers and save on bandwidth costs. Image Optimization Challenges.

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

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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.

Python Code Performance Measurement – Measure the right metric to optimize better!

Analytics Vidhya

Introduction Performance optimization is an important concern in any data science. The post Python Code Performance Measurement – Measure the right metric to optimize better! ArticleVideos This article was published as a part of the Data Science Blogathon.

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!

8 Must Know Spark Optimization Tips for Data Engineering Beginners

Analytics Vidhya

Overview Apache spark is amongst the favorite tools for any big data engineer Learn Spark Optimization with these 8 tips By no means is. The post 8 Must Know Spark Optimization Tips for Data Engineering Beginners appeared first on Analytics Vidhya.

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.

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.

How Can You Optimize your Spark Jobs and Attain Efficiency – Tips and Tricks!

Analytics Vidhya

The post How Can You Optimize your Spark Jobs and Attain Efficiency – Tips and Tricks! This article was published as a part of the Data Science Blogathon. Introduction “Data is the new oil” ~ that’s no secret and is.

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.

Optimize Return on Investments of RPA through Selection of the Right Processes for Automation

DataFloq

For deriving the optimal outcome and benefit of automation, businesses need to select the right processes and optimize the return on investment or RoI.

Keeping Small Queries Fast – Short query optimizations in Apache Impala

Cloudera

Impala Optimizations for Small Queries. We’ll discuss the various phases Impala takes a query through and how small query optimizations are incorporated into the design of each phase. Impala’s planner does not do exhaustive cost-based optimization.

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.

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.

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.

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.

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

Optimized joins & filtering with Bloom filter predicate in Kudu

Cloudera

Pushing down column predicate filters to Kudu allows for optimized execution by skipping reading column values for filtered out rows and reducing network IO between a client, like the distributed query engine Apache Impala, and Kudu. Introduction.

You Need to Optimize Food Safety With the IoT and Big Data

DataFloq

Most everyday consumers probably don't think much about food safety unless things go wrong. They assume food producers take all the necessary precautions, often consuming a massive assortment of foods for years without ever becoming sick.

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.

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.

6 Data Insights to Optimize Scheduling for Your Marketing Strategy

Smart Data Collective

Marketing teams can use data analytics to optimize their scheduling to squeeze a higher ROI from their strategies. Data Analytics is Critical for Schedule Optimization in Marketing. Big data is central to the success of modern marketing strategies.

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.

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.

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.

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.

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.

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.

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?

Innovating and Driving Agility with Tech: No-Code Development

Speaker: Gautam Nimmagadda, CEO, Quixy

Product Managers: are you wondering what your teams will look like in the future? If so, it's time to look to no-code development. With it, you can leverage hyper automation, strengthen and accelerate growth, and drive value. Your teams will be able handle more projects, and focus on the real challenges. This webinar harnesses the wisdom of today's business leaders and the global pioneers of tomorrow. Join Gautam Nimmagadda, CEO of Quixy, and learn how to leverage tech to drive agility with citizen development and the no-code movement.

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.

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.

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.

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.

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

Essential Guidelines for Selecting the Optimal IoT Connectivity Option

Smart Data Collective

The post Essential Guidelines for Selecting the Optimal IoT Connectivity Option appeared first on SmartData Collective. The implementation of IoT , or the Internet of Things, can allow new business models and offerings for many companies, and this is why many businesses nowadays are rushing to start their IoT deployment so they won’t miss the boat. In any IoT deployment, however, choosing between the different IoT connectivity options is always one of, if not the biggest challenge.

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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

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.

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.

Amazing Data-Driven Software Applications Revolutionizing Inventory Optimization

Smart Data Collective

One of the most important applications of big data technology lies with inventory management and optimization. Understanding the Best Data-Driven Inventory Optimization Applications for the Coming Year. This is the best inventory optimization software for 2021, according to the latest research updated in December 2020 by Business.org. This inventory Optimization software is compatible with a wide variety of inventory-holding business online or brick and mortar.