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Dokumenty » E-booki

LeeAndro | 11-07-2018, 19:55 | 6
Confidence and Reliability in Predictive Analytics Systems
Confidence and Reliability in Predictive Analytics Systems
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 22M | 41 MB
Genre: eLearning | Language: English

Learn about predictive analytics systems and the importance of confidence and reliability in interpreting data science results. Explore confidence heuristics and their distinction with probability, anatomy of a prediction (both probabilistic and possibilistic), and custom-built reliability metrics.

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Dokumenty » E-booki

LeeAndro | 16-03-2018, 08:17 | 15
Business Analytics Foundations: Predictive, Prescriptive, and Experimental Analytics
Business Analytics Foundations: Predictive, Prescriptive, and Experimental Analytics
MP4 | Video: 720p | Duration: 42:10 | English | Subtitles: VTT | 78.3 MB
Genre: eLearning | Language: English

Business analytics encompasses a set of tools, technologies, processes, and best practices that are required to derive knowledge from data. It's an iterative and methodical exploration of data to derive insights from itâ€"and, in turn, make smarter, more strategic decisions that are grounded in facts.

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Dokumenty » E-booki

LeeAndro | 8-12-2017, 19:51 | 21
Advanced Predictive Techniques with Scikit-Learn and TensorFlow
Advanced Predictive Techniques with Scikit-Learn and TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 3 Hours 44M | 778 MB
Genre: eLearning | Language: English

Ensemble methods offer a powerful way to improve prediction accuracy by combining in a clever way predictions from many individual predictors. In this course, you will learn how to use ensemble methods to improve accuracy in classification and regression problems.

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Dokumenty » E-booki

LeeAndro | 21-11-2017, 08:56 | 18
Predictive Analytics : Simple and Intermittent data models
Predictive Analytics : Simple and Intermittent data models
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 35M | Lec: 7 | 64 MB
Genre: eLearning | Language: English

When the normal forecasting models don't work

This course is for business professionals only and does not get into mathematical derivations of statistical models.

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Dokumenty » E-booki

LeeAndro | 21-11-2017, 08:09 | 12
Predictive Analytics : Exponential Smoothing
Predictive Analytics : Exponential Smoothing
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hours | Lec: 8 | 84 MB
Genre: eLearning | Language: English

Demystifying exponential smoothing techniques

Exponential smoothing is one of the most powerful and trusted techniques in predictive analytics specially in demand forecasting. Hence it is important to understand the basic premise of the technique to be able to effectively use it when available in various forecasting software.

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Dokumenty » E-booki

LeeAndro | 9-09-2017, 15:42 | 18
Pandas for Predictive Analysis using scikit-learn
Pandas for Predictive Analysis using scikit-learn
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 1 Hour 12M | 273 MB
Genre: eLearning | Language: English

In this course we learn that stand alone data analysis is fine but what most companies these days are looking for is to do Predictive analysis using their data. In this advanced course, we will make you ready to start doing Predictive Analysis on your data by showing you how to build Machine Learning models with scikit-learn and pandas.

  • 0

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