Predictive Model Ensembles: Pros and Cons

Perficient Data & Analytics

Many recent machine learning challenges winners are predictive model ensembles. Pros of Model Ensembles. We should choose the best model from a collection of choices. Generally, ensembles have higher predictive accuracy. Tweaking makes models fit better.

Assisted Predictive Modeling

Smarten

Create Citizen Data Scientists with Assisted Predictive Modeling! You need Assisted Predictive Modeling (Plug n’ Play Predictive Analysis with auto-suggestions and recommendations).

Assisted Predictive Modeling for Business Users!

Smarten

How Can I Leverage Assisted Predictive Modeling to Benefit My Business? Some people hear the term ‘assisted predictive modeling’ and their eyes cross. Explore Assisted Predictive Modeling and find out how it can benefit your organization.

Assisted Predictive Modeling for All Users!

Smarten

Predictive Analytics Techniques That Are Easy Enough for Business Users! There are a myriad of predictive analytics techniques and predictive modeling algorithms and you can’t expect your business users to understand and use them.

Assisted Predictive Modeling for Simple Business Analytics!

Smarten

Just Simple, Assisted Predictive Modeling for Every Business User! You can’t get a business loan, join with a business partner, successfully bid on a project, open a new location, hire the right employees or plan for the future without predictive analytics. No Guesswork!

Assisted Predictive Modeling and Analytics for Everyone

Smarten

At the same time you can give your data professionals tools like R integration to satisfy the needs of skilled data scientists and business analysts who use the ‘R’ platform for statistical and predictive algorithms. Need Analytics for Business Users AND Data Scientists?

Smarten’s Assisted Predictive Modeling factors impacting sales

Smarten

This video demonstrated Self-Service Data Preparation and Assisted predictive modeling using practical data which combines data from within the organisation and data from external sources to make effective prediction and analysis.

Smarten’s Assisted Predictive Modeling in Consumer Product Industry

Smarten

This video has a presentation on how one can use data from multiple systems across the organisation along with data from external sources to run predictive analytics using Assisted Predictive Modeling.

Using Smarten’s Assisted Predictive Modeling in the FMCG industry

Smarten

This is a video of a presentation which outlines how a predictive analytics model can be set up for the sales department of a consumer product company.

How to Deliver Better Business Outcomes with Predictive Modeling

Teradata

Predict the future faster with predictive modeling. Learn more about use cases and how to get more value out of your data

Smarten’s Assisted Predictive Modeling manpower impact on sales

Smarten

More criteria can be added to this model. Smarten Advanced Data Discovery Advanced Analytics India Assisted Predictive Modeling Augmented Analytics India Augmented Analytics Videos Predictive Analytics

Build your First Linear Regression Model in Qlik Sense

Analytics Vidhya

The post Build your First Linear Regression Model in Qlik Sense appeared first on Analytics Vidhya. Business Intelligence Data Science linear regression linear regression qlik Predictive modeling python qilkview Qlik Qlik Sense

11 Important Model Evaluation Metrics for Machine Learning Everyone should know

Analytics Vidhya

Overview Evaluating a model is a core part of building an effective machine learning model There are several evaluation metrics, like confusion matrix, cross-validation, The post 11 Important Model Evaluation Metrics for Machine Learning Everyone should know appeared first on Analytics Vidhya.

Analytics for Data Scientists and Business Users!

Smarten

With the democratization of analytics and the advent of self-serve tools, organizations can encourage and create Citizen Data Scientists and enable the average business user to leverage sophisticated predictive algorithms without the expertise and skill of a trained data scientist.

Predictive Analytics Can Guide the Organization to Success

Smarten

Plug n’ Play Predictive Analysis for Accurate Forecasting! One very important capability is Put n’ Play predictive analysis. Explore the Smarten approach to plug n’ play predictive analytics and take the shackles off your business users.

Data Modeling Pulls it All Together for the Business!

Smarten

What is Predictive Analytics and How Can it Help My Business? What is predictive analytics? Predictive Modeling allows users to test theories and hypotheses and develop the best strategy.

Citizen Data Scientists and Augmented Analytics!

Smarten

Discover how easy it is to capitalize on Augmented Analytics and Predictive Modeling ! Smarten Advanced Data Discovery Augmented Analytics Augmented Analytics Learning Citizen Data Scientists Data Literacy Predictive Modeling Predictive Modeling Algorithms

Predictive Analytics for Business Users!

Smarten

Encourage Data Literacy and Achieve Results with Assisted Predictive Modeling! If you want to include predictive analytics and forecasting in your planning process, there are numerous analytical techniques and algorithms at your disposal.

Plug n’ Play! Analytics that Leads Business Users to Success

Smarten

Plug n’ Play Predictive Analysis: Sophisticated, Yet Easy for Every User! Take plug n’ play predictive analytics for example. Assisted Predictive Modeling. Oh, the confusion of advanced analytical terminology.

Predictive Analytics for Business Users!

Smarten

Encourage Data Literacy and Achieve Results with Assisted Predictive Modeling! If you want to include predictive analytics and forecasting in your planning process, there are numerous analytical techniques and algorithms at your disposal.

Plug n’ Play Predictive Analytics for Your Business

Smarten

How Can Assistive Predictive Modeling Help My Business Users? If you are wondering how and why predictive analytics software has expanded into the self-serve business user market, the reason is simple. Assisted Predictive Modeling can help your business achieve its goals.

Predictive Analytics for Every Skill and Use!

Smarten

Your Business Users Will LOVE Predictive Analytics Tools! Predictive Analytics used to involve a crystal ball but, today, there are other options and they are more widely accepted in the business community!

Is Plug & Play Predictive Analytics Good for Business Users?

Smarten

Can Plug & Play Predictive Analytics Help Business Users Function Effectively? Plug & Play Predictive Analytics is not an exotic process that is limited to data scientists or IT staff. Plug & play predictive analysis is so named because it really is a plug and play process.

Smarten Augmented Analytics: Sophistication and Simplicity

Smarten

Assisted Predictive Modeling – These tools enable the average business user to leverage sophisticated predictive algorithms without requiring statistical or data science skills. Discover the Smarten approach to Augmented Analytics and Advanced Data Discovery tools.

Augmented Analytics : Smarten

Smarten

Smarten Augmented Analytics supports Citizen Data Scientists with NLP, Self-Serve Data Prep, Smart Data Visualization, Assisted Predictive Modeling and more!

How Do I Prove the Value of Self-Serve Augmented Data Discovery?

Smarten

Smarten Advanced Data Discovery Advanced Analytics Assisted Predictive Modeling Augmented Analytics Augmented Data Discovery Citizen Data ScientistsHow does one measure the effectiveness of a new Augmented Data Discovery solution?

How to Be Clever, Not Creepy, With Customer Data

Sirius Computer Solutions

Blog Analytics customer data Data data dashboard Data Warehouse Machine Learning predictive modelsFor some consumers, just hearing the word “data” is enough to send shivers down their spines.

Sales 74

Visual Analytics Software and Predictive Analytics Made Easy!

Smarten

Data Science and Predictive Analytics Made Simple! Imagine a world where data science and predictive analytics tools are created for business users!

Advanced Analytics for Business Users? That’s Right!

Smarten

Augmented analytics allows for data prep, Smart Data Visualization and Assisted Predictive Modeling with the help of machine learning and natural language processing (NLP), so users need not be trained as data scientists to get to the heart of the data and find those elusive nuggets of information that will help them create, change and improve. Smarten Advanced Data Discovery Advanced Analytics Assisted Predictive Modeling Augmented Analytics Data Discovery Smart Data Visualizatio

Predictive Analysis Isn’t Just for Data Scientists!

Smarten

How Can My Business Use Assisted Predictive Modeling to Optimize Resources? There was a time, not so long ago, when predictive analysis, business forecasting and planning for results involved guesswork and lots of unscientific review of historical data.

Business Users and Data Scientists Get Predictive Analytics!

Smarten

Predictive Analytics for business users leverages machine learning and assisted predictive modeling to help users achieve the best fit and ensure that they use the most appropriate algorithm for the data they wish to analyze. Assisted Predictive Modeling with R Integration.

Elegant MicroWeb (Smarten SSDP Solution) Named as a Representative Vendors in Gartner April 2019 ‘Market Guide for Data Preparation Tools’

Smarten

” Smarten SSDP is part of the innovative Smarten suite that includes Smart Data Visualization , Assisted Predictive Modeling and a roadmap to Natural Language Processing (NLP) including machine learning and other sophisticated features and functionality.

Do Citizen Data Scientists Mark the Death of Data Scientists?

Smarten

To be successful in business, every organization must find a way to accurately forecast and predict the future of its market, and its internal operations, and better understand the buying behavior of its customers and prospects.

Citizen Data Scientists? Yay or Nay?

Smarten

Tools like plug n’ play predictive analysis and smart data visualization ensure data democratization and drastically reduce the time and cost of analysis and experimentation. It seems that everyone today is talking about Citizen Data Scientists.

Predictive Analytics for Business Users

Smarten

Predictive Analytics for the Faint of Heart! Assisted Predictive Modeling , Predictive Analytics. They don’t want to have to try to unravel the complicated world of data analytics and be forced to choose forecasting techniques or predictive models.

Tackling Bias in Machine Learning

Insight

Bias in Machine Learning Algorithms (Bottom Photos Source: ProPublica ; Top Photos Source: Pexels.com) Biases in predictive modeling are a widespread issue Machine learning and AI applications are used across industries, from recommendation engines to self-driving cars and more.

Smarten Advanced Analytics is a Silver Sponsor for Gartner Data & Analytics Summit, June 2019 in Mumbai, India

Smarten

” The Smarten self-serve advanced analytics solution includes smart data visualization, assisted predictive modeling and self-serve data preparation, all of which support the transformation of business users into Citizen Data Scientists.

What is Automated Machine Learning (AutoML)?

Smarten

Quite simply, it is the means by which your business can optimize resources, encourage collaboration and rapidly and dependably distribute data across the enterprise and use that data to predict, plan and achieve revenue goals. Take for example, the task of performing predictive analytics.

What is Natural Language Processing & How Does it Benefit a Business? (Part 3 of 3 articles)

Smarten

Users can combine NLP with Plug n’ Play Predictive Analysis or Assisted Predictive Modeling so the organization can achieve data democratization. Whether we know it or not, we use Natural Language Processing every day.

ROI 52

What Are the Necessary Components of an Advanced Analytics Solution?

Smarten

Business markets and competition are moving much more quickly these days and predicting, planning and forecasting is more important than ever.