About Me
As a data science professional, I have 1 year 3 months experience in projects on Natural Language Processing, Deep Learning, and Computer Vision. My skills are Python, C++, Data Structure, and Algorithms. Understanding of python's library suc...
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Skills
Programming Language
Data & Analytics
Software Engineering
Database
Web Development
Others
Positions
Portfolio Projects
Click bait Detection from the Post headline
https://github.com/MotiBaadror/clickbait-detectionNatural Language Programming Project
Company
Click bait Detection from the Post headline
Role
Data Scientist
Contribute
Data Processing, Cleaning, Modeling and Improving performance
Description
Project is the Natural Language Processing(NLP) related problem. NLTK library is used to clean the data.
The solution approach achieved a good classification accuracy of 0.92 using transfer learning. The ULMFit
model is trained on the dataset using fast-ai library.
Tools
Github Jupyter Notebook PandasCompany
Sentiment Analysis(Deep Learning)
Role
Data Scientist
Contribute
Data cleaning and plotting, text cleaning, applied the pre-trained word to vector model, feature selection and model selection was my work
Description
Data cleaning is done using regex expressions. Logistic regression with tfidf is applied that got 68 percentage accuracy on test data. Neural network is trained using Keras sequential model using pre trained embedding that got 83 percentage est accuracy.
Show More Show LessSkills
Deep Learning Machine Learning PythonTools
Jupyter Notebook NLP Pandas