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- 82% Advanced Predictive Techniques with Scikit-Learn& TensorFlow

Advanced Predictive Techniques with Scikit-Learn& TensorFlow

$14.99Track price

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Product is rated as #282 in category Data Science

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.

When using Predictive Analytics to solve actual problems, besides models and algorithms there are many other practical considerations that must be considered like which features should I use, how many features are enough, should I create new features, how to combine features to give the same underlying information, which hyper–parameters should I use? We explore topics that will help you answer such questions.

Artificial Neural Networks are models loosely based on how neural networks work in a living being. These models have a long history in the Artificial Intelligence community with ups and downs in popularity. Nowadays, because of the increase in computational power, improved methods, and software enhancements, they are popular again and are the basis for advanced approaches such as Deep Learning. This course introduces the use of Deep Learning models for Predictive Analytics using the powerful TensorFlow library.

About the Author :

Alvaro Fuentes is a Data Scientist with an M.S. in Quantitative Economics and a M.S. in Applied Mathematics with more than 10 years of experience in analytical roles. He worked in the Central Bank of Guatemala as an Economic Analyst, building models for economic and financial data. He founded Quant Company to provide consulting and training services in Data Science topics and has been a consultant for many projects in fields such as; Business, Education, Psychology and Mass Media. He also has taught many (online and in–site) courses to students from around the world in topics like Data Science, Mathematics, Statistics, R programming and Python.

Instructor Details

Packt has been committed to developer learning since 2004. A lot has changed in software since then - but Packt has remained responsive to these changes, continuing to look forward at the trends and tools defining the way we work and live. And how to put them to work. With an extensive library of content - more than 4000 books and video courses -Packt's mission is to help developers stay relevant in a rapidly changing world. From new web frameworks and programming languages, to cutting edge data analytics, and DevOps, Packt takes software professionals in every field to what's important to them now. From skills that will help you to develop and future proof your career to immediate solutions to every day tech challenges, Packt is a go-to resource to make you a better, smarter developer. Packt Udemy courses continue this tradition, bringing you comprehensive yet concise video courses straight from the experts.

Specification: Advanced Predictive Techniques with Scikit-Learn& TensorFlow

Duration

3.5 hours

Year

2017

Level

Intermediate

Certificate

Yes

Quizzes

Yes

1 review for Advanced Predictive Techniques with Scikit-Learn& TensorFlow

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  1. Claudio

    unclear explanation, very general and high level and fast

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    Advanced Predictive Techniques with Scikit-Learn& TensorFlow
    Advanced Predictive Techniques with Scikit-Learn& TensorFlow

    $14.99

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