Pinned

1. spotify_Exploratory_Analysis spotify_Exploratory_Analysis Public

   Started exploratory analysis on the Spotify dataset. The dataset was collected from Kaggle.

   Jupyter Notebook 1

2. Human_Activity_Recognition_SmartPhoneData_ConvNet Human_Activity_Recognition_SmartPhoneData_ConvNet Public

   Used smartphone data to identify specific human activities. We applied our method "feature embedding", and saw surprising improvement in performance.

   Jupyter Notebook 1

3. Transform_NewsData_to_Images Transform_NewsData_to_Images Public

   Transformed raw text data into images with the help of Stanford developed GloVe word embeddings. Used with a custom designed ConvNet, in 1D.

   Jupyter Notebook

4. Intelligent_Spelling_Correction Intelligent_Spelling_Correction Public

   A step beyond traditional spelling correction. Engineered with NLP techniques to collect data from context, and choose corrected word smartly.

   Python

5. AI_Powered_Word_Game AI_Powered_Word_Game Public

   AI agent that creates a word chain based on conditions. User only enters the start and end word, the agent does the rest.

   Python

6. Sentiment_Analysis_w_Twitter_Data Sentiment_Analysis_w_Twitter_Data Public

   Sentiment Analysis using 1.6 million tweets. Model developed from scratch. Slight deviation from standard approaches. Email for more details.

   Python