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Performing effective Aspect Based Sentiment Analysis | Board Infinity

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Did you know: Using machine learning algorithms, one can detect and identify human sentiments accurately. Sounds exciting? You bet.

In this workshop Coach, Bharat Kumar walks us through the development of sentiment analysis using MachineLearning algorithms.

This workshop is perfect for those who want to make a career in the field of machine learning or are keen to understand sentiment analysis in the field of digital marketing.

This workshop was conducted by Coach Bharath Kumar who is the analytics consultant lead at Verizon. He is extremely analytical in his approach and learners could benefit from his immense experience

Timestamps
00:00 - Introduction about the Coach.
4:21 - What will we be doing in the workshop?
13:01 - Practical Implementation.
18:49 - Problem Analysis, Aim, and Objectives.
22:05 - Supervised problem and Classifies problem.
29:31 - Working with our data.
32:55 - Methodology.
35:52 - Analysis Preprocessing.
36:30 - Sentiment Analysis.
37:57 - Topic Modelling.
40:43 - Analysis Labelling.
48:01 - Analysis.
52:01 - Embedding.
59:54 - Answering Audience Questions.
1:12:43 - Building a dashboard.
1:18:08 - Understanding how this Dashboard works.
1:28:01 - Plotly Dashboard.
1:32:41 - Results, Conclusion and Discussion
1:33:31 - Future Recommendations
1:36:21 - Questions from Audience.
The workshop was conducted on 03rd Jan 2021 at 11:00 AM

What you will learn in the workshop -
What is Sentiment Analysis
Building a model based on sentiment analysis
Defining the use of Aspect Based Sentiment Analysis
Deploy Model on Streamlit App If you are starting your career out as a budding Machine Learner, then this course could help you gain practical exposure.

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3 января 2021 г. 12:39:40
01:55:45
Яндекс.Метрика