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Text Classification with fastText and machine learning
Udemy MOOC / Non-credit 0

Text Classification with fastText and machine learning

About this course

Learn the text classification with the machine learning and fasttext.Build a strong foundation in Machine Learning with this tutorial.Understanding of text classificationLeverage Machine Learning to classify textUse fastText for training and predictionA Powerful Skill at Your Fingertips  Learning the fundamentals of text classification puts a powerful and very useful tool at your fingertips. fastText is free, easy to learn, has excellent documentation.Jobs in machine learning area are plentiful, and being able to learn document classification with machine learning will give you a strong edge.Machine Learning is becoming very popular. Alexa, Siri, IBM Deep Blue and Watson are some famous example of Machine Learning application. Document classification is vital in information retrieval, sentiment analysis and document annotation.  Learning document classification with machine learning will help you become a machine learning developer which is in high demand.Big companies like Google, Facebook, Microsoft, AirBnB and Linked In already using text classification with machine learning in information retrieval, content ranking, sentiment analysis and ad targeting in social platforms. They claimed that using Machine Learning and text classification has boosted productivity of entire company significantly.Content and Overview  This course teaches you on how to build document classification using open source fastText framework.  You will work along with me step by step to build following answersIntroduction to text classification.Introduction to Machine LearningTraining fastText model using cooking recipe datasetTune the accuracy of  modelLearn variation of  modelLearn use cases of fasttextWhat am I going to get from this course?Learn text classification with fasttext and Machine Le

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62/100

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What the provider tells you
38/45
Who stands behind it
8/35
How complete the listing is
16/20

Scores how much the provider publishes and who stands behind it — not how well it is taught.

What you'll learn

  • Understand the fundamentals of text classification
  • Train fastText models using various datasets
  • Tune the accuracy of models
  • Explore different use cases for fastText
Machine Learning #machine learning #predictive modeling #sentiment analysis #natural language processing #data science #information retrieval #text classification #model tuning #document classification #fasttext
$19.99

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