پیشنهاد فرادرس

آنالیز پیش بینی شده داده با ساخت مدل های یادگیری ماشینی توسط  Scikit و Pandas 

دسته بندی ها: آموزش Pandas ، یادگیری ماشینی (Machine Learning) ، هوش مصنوعی ، آموزش های Packtpub
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Pandas for Predictive Analysis using scikit-learn [Video] Publisher:Packtpub Author:Harish Garg Duration:1 hour 12 minutes

Learn how to use Pandas for Predictive Analysis by employing scikit-learn
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.
Released: Thursday, August 31, 2017

Setting Up scikit-learn and Training Your First ML Model
The Course Overview
Setting Up scikit-learn for Machine Learning
Preprocessing Your Data to Make It Ready for Training a Model
Training and Running the Classification Model
Getting Your Own Data Ready for Machine Learning

Choosing and Evaluating Best ML Models
Evaluating a Machine Learning Model
Selecting Best Features for Training the Model
Tuning Feature Performance

Trying Out Some Different scikit-learn Algorithms
Using Naive Bayes Classification Algorithm
Building Models Using Support Vector Machine
Using Decision Tree Classifiers

Predict Sentiments Based on Text
Making Your Bag of Words Ready
Building and Training a Model
Making Predictions

پیشنهاد فرادرس

لینک های دانلود حجم فایل: 326.0MB Packtpub Pandas for Predictive Analysis using scikit-learn [Video]_git.ir.rar