[ FreeCourseWeb.com ] PluralSight - Building Sentiment Analysis Systems in Python

大小 212.73 MB

文件数 29

Info Hash: 3E00F0F67B6926DBD846B4A70B356AA9CD967C81

收录时间 2026-01-12 16:35:02

更新时间 2026-01-12 16:35:02

文件列表 (29)

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183 B

~Get Your Files Here !/1-Course Overview/1 -Course Overview.mp4

2.72 MB

~Get Your Files Here !/2-Identifying Applications of Sentiment Analysis/2 -Introducing Sentiment Analysis.mp4

7.35 MB

~Get Your Files Here !/2-Identifying Applications of Sentiment Analysis/3 -Two Case Studies.mp4

9.64 MB

~Get Your Files Here !/2-Identifying Applications of Sentiment Analysis/4 -Polarity Detection for Sentiment Analysis.mp4

7.03 MB

~Get Your Files Here !/2-Identifying Applications of Sentiment Analysis/5 -Setting up a Binary Classification Problem.mp4

4.95 MB

~Get Your Files Here !/2-Identifying Applications of Sentiment Analysis/6 -Rule-based and ML-based Binary Classifiers.mp4

9.73 MB

~Get Your Files Here !/3-Solving Sentiment Analysis with a Rule-based Approach/10 -Making It (Slightly More) Real.mp4

8.25 MB

~Get Your Files Here !/3-Solving Sentiment Analysis with a Rule-based Approach/11 -Building Is Hard, Using Is Easy.mp4

4.52 MB

~Get Your Files Here !/3-Solving Sentiment Analysis with a Rule-based Approach/7 -Starting Simple, Starting Simplistic.mp4

10.62 MB

~Get Your Files Here !/3-Solving Sentiment Analysis with a Rule-based Approach/8 -Limitations of a Simplistic Approach.mp4

3.9 MB

~Get Your Files Here !/3-Solving Sentiment Analysis with a Rule-based Approach/9 -A More Realistic Rule-based Algorithm.mp4

6.96 MB

~Get Your Files Here !/4-Implementing Sentiment Analysis with a Rule-based Approach/12 -Introducing VADER.mp4

10.51 MB

~Get Your Files Here !/4-Implementing Sentiment Analysis with a Rule-based Approach/13 -Punctuation, Negation, Emphasis, and Contrast.mp4

7.92 MB

~Get Your Files Here !/4-Implementing Sentiment Analysis with a Rule-based Approach/14 -Classifying Movie Reviews with VADER.mp4

16.43 MB

~Get Your Files Here !/4-Implementing Sentiment Analysis with a Rule-based Approach/15 -Introducing Sentiwordnet.mp4

8.77 MB

~Get Your Files Here !/4-Implementing Sentiment Analysis with a Rule-based Approach/16 -Classifying Movie Reviews with Sentiwordnet.mp4

12.94 MB

~Get Your Files Here !/5-Solving Sentiment Analysis with an ML Based Approach/17 -Exploring ML-based Approaches.mp4

5.9 MB

~Get Your Files Here !/5-Solving Sentiment Analysis with an ML Based Approach/18 -The Intuition Behind Bayes Theorem.mp4

6.91 MB

~Get Your Files Here !/5-Solving Sentiment Analysis with an ML Based Approach/19 -Naive Bayes for Classification Problems.mp4

9.08 MB

~Get Your Files Here !/5-Solving Sentiment Analysis with an ML Based Approach/20 -Applying Bayes Theorem.mp4

8.48 MB

~Get Your Files Here !/5-Solving Sentiment Analysis with an ML Based Approach/21 -Support Vector Machines.mp4

7.05 MB

~Get Your Files Here !/6-Implementing Sentiment Analysis with an ML Based Approach/22 -The Importance of Feature Extraction.mp4

8.9 MB

~Get Your Files Here !/6-Implementing Sentiment Analysis with an ML Based Approach/23 -An Outline of Implementing Naive Bayes.mp4

7.68 MB

~Get Your Files Here !/6-Implementing Sentiment Analysis with an ML Based Approach/24 -Data Transformation for nltk.mp4

7.47 MB

~Get Your Files Here !/6-Implementing Sentiment Analysis with an ML Based Approach/25 -Python Implementation of Naive Bayes.mp4

11.26 MB

~Get Your Files Here !/6-Implementing Sentiment Analysis with an ML Based Approach/26 -Comparing VADER, Sentiwordnet, and Naive Bayes.mp4

5.51 MB

~Get Your Files Here !/Bonus Resources.txt

386 B

~Get Your Files Here !/building-sentiment-analysis-systems-python.zip

2.25 MB

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