Bayesian Optimization: bayes_opt or hyperopt

Analytics Vidhya

The post Bayesian Optimization: bayes_opt or hyperopt appeared first on Analytics Vidhya. Beginner Data Science Machine Learning Python Bayesian optimization blogahon hyperparameter tuning MLArticleVideo Book This article was published as a part of the Data Science Blogathon.

Portfolio Optimization using MPT in Python

Analytics Vidhya

The post Portfolio Optimization using MPT in Python appeared first on Analytics Vidhya. Data Exploration Data Visualization Intermediate Maths Python Structured Data blogathon Portfolio OptimizationArticleVideo Book This article was published as a part of the Data Science Blogathon.

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Understanding the Bellman Optimality Equation in Reinforcement Learning

Analytics Vidhya

The post Understanding the Bellman Optimality Equation in Reinforcement Learning appeared first on Analytics Vidhya. Advanced Maths Reinforcement Learning Resource Bellman Optimality Equation blogathonArticleVideos This article was published as a part of the Data Science Blogathon.

5 Hyperparameter Optimization Techniques You Must Know for Data Science Hackathons 

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction The Hyperparameter Optimization for Machine Learning (ML) algorithm is an. Advanced Machine Learning Python blogathon Hyperparameter Optimization Techniques

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!

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.

K-Mean: Getting The Optimal Number Of Clusters

Analytics Vidhya

In an unsupervised algorithm, The post K-Mean: Getting The Optimal Number Of Clusters appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon. Introduction K-means clustering is an unsupervised algorithm.

Simpler Implementation for Advanced Optimization Algorithms

Analytics Vidhya

Tried optimizing a large machine learning problem, by some advanced algorithm, The post Simpler Implementation for Advanced Optimization Algorithms appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon.

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

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.

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.

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.

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.

Neural network and hyperparameter optimization using Talos

Analytics Vidhya

The post Neural network and hyperparameter optimization using Talos appeared first on Analytics Vidhya. ArticleVideo Book This article was published as a part of the Data Science Blogathon In terms of ML, what neural network means? A neural network.

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.

Optimizing Risk and Exposure Management – Roundtable Highlights

Cloudera

The post Optimizing Risk and Exposure Management – Roundtable Highlights appeared first on Cloudera Blog. We recently hosted a roundtable focused on o ptimizing risk and exposure management with data insights.

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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.

The Unexpected Cost of Data Copies

This paper will discuss why organizations frequently end up with multiple data copies and how a secure "no-copy" data strategy enabled by the Dremio data lake service can help reduce complexity, boost efficiency, and dramatically reduce costs.

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.

Complete Guide to Gradient-Based Optimizers in Deep Learning

Analytics Vidhya

ArticleVideo Book This article was published as a part of the Data Science Blogathon Introduction In Neural Networks, we have the concept of Loss Functions, The post Complete Guide to Gradient-Based Optimizers in Deep Learning appeared first on Analytics Vidhya.

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.

How to Optimize IoT Power Supply to Improve Device Design

DataFloq

IoT devices have become an integral part of business and leisure. IoT spending reached $749 billion in 2020, a figure experts predict will surpass $1 trillion in just a few years. As these machines pop up in more areas, their power integration becomes a more critical concern.Generally speaking, IoT devices in consumer and commercial markets don’t consume much power.

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11 Email Deliverability Strategies to Reach the Inbox

With nearly 1 in 5 emails from U.S. senders failing to reach the inbox, deliverability challenges still plague senders and prevent email campaign success. Check out this deliverability guide for actionable strategies and real-world examples of companies applying smart inboxing tactics.

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.

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.

How to Optimize Marketing and Sales Operations

Jedox

Maximizing business value through improved collaboration is key to long-term optimization of marketing and sales operations. The post How to Optimize Marketing and Sales Operations appeared first on Jedox.

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.

The Modern Customer Success Playbook

The evolution of every high-functioning, effective customer success strategy centers around three C’s: connected experiences, an engaging customer journey, and a culture built on customer-centricity. Satisfaction won’t cut it. Quarterbacking your customers to long-term success and growth is proven to combat churn and transform customer success teams into revenue-drivers. But where do you start? Download the playbook today!

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.

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?

Leveraging Social Analytics for Optimizing Your Marketing Strategy

Smart Data Collective

The post Leveraging Social Analytics for Optimizing Your Marketing Strategy appeared first on SmartData Collective. Analytics is extremely important for any company that wants to get the most out of its marketing efforts. Social media marketing is no exception.

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.

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.

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.

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.

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.

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.

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.

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:

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

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.

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.

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.