Now you can Instantly Chat with Moti!
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...
Data & Analytics
Click bait Detection from the Post headlinehttps://github.com/MotiBaadror/clickbait-detection
Natural Language Programming Project
Click bait Detection from the Post headline
Data Processing, Cleaning, Modeling and Improving performance
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.
ToolsGithub Jupyter Notebook Pandas
Sentiment Analysis(Deep Learning)
Data cleaning and plotting, text cleaning, applied the pre-trained word to vector model, feature selection and model selection was my work
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 Less
SkillsDeep Learning Machine Learning Python
ToolsJupyter Notebook NLP Pandas