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Dokumenty » E-booki

LeeAndro | 8-11-2018, 14:07 | 0
Data Science on Google Cloud Platform: Predictive Analytics
Data Science on Google Cloud Platform: Predictive Analytics
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 39M | 81 MB
Genre: eLearning | Language: English

Predictive analytics use historic data to look forward, enabling organizations to make better decisions. However, making accurate predictions from big data can be an overwhelming task. Enter Google Cloud Platform (GCP), a suite of cloud-computing services that bring scalability, elasticity, and automated machine learning to predictive analytics.

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Dokumenty » E-booki

LeeAndro | 1-10-2018, 11:06 | 6
Building Predictive Models with Machine Learning and Python
Building Predictive Models with Machine Learning and Python
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 2 Hours 47M | 528 MB
Genre: eLearning | Language: English

Machine Learning is no longer the inaccessible domain it used to be. There are over 100,000 Python libraries you can in one line of code!

Once you master the content of the course, you can level-up your knowledge of the Python Data Analytics and Machine Learning stack by exploring these recommended libraries.

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Dokumenty » E-booki

LeeAndro | 1-09-2018, 10:37 | 1
Predictive Analytics with TensorFlow
Predictive Analytics with TensorFlow
MP4 | Video: AVC 1280x720 | Audio: AAC 44KHz 2ch | Duration: 5.5 Hours | 842 MB
Genre: eLearning | Language: English

Predictive analytics discovers hidden patterns in structured and unstructured data for automated decision-making in business intelligence. This course will help you build, tune, and deploy predictive models with TensorFlow in three main divisions.

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Dokumenty » E-booki

LeeAndro | 11-07-2018, 19:55 | 13
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 | 19
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 | 26
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 | 29
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 | 15
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 | 24
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.

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