Hey! Am Nabanita.. Welcome to my GitHub Repository ⭐
Data Scientist @ EY (UK & Irleand) | Education Lead @ Women in AI Ireland | Blogger @ Medium | Money20/20 RiseUp Cohort Europe '22 | Speaker | Mentor
📽 PyData Global 2023: [Tutorial] Building Contextual ChatBot using LLMs, Vector Databases and Python (Dec , 2023)
📽 PyCon Ireland 2023: [Workshop] Introduction to NLP and Text Classification (Nov , 2023)
📽 [Workshop] Introduction to Machine Learning with Scikit-Learn | Women in AI @ EuroPython (Jul , 2023)
📽 PyCon SriLanka 2023: [Talk] Create a (Stellar!) Profile Summarizer WebApp using OpenAI API, PDFPlumber, and Streamlit (May , 2023)
📽 PyLadies Dublin: [Talk] Three Quick, Easy and No-Scraper ways of Getting Text Data (Feb , 2023)
📽 Women in AI Ireland: [Talk] WAITutorials - Tools for Python (Sep , 2022)
📽 PyCon Portugal 2022 - [Workshop] Building and Optimizing a Multiclass Text Classifier using Keras (Sep , 2022)
📽 PyCon Slovakia 2022 - [Talk] Introduction to Text Analytics for Social Media Chatter (Sep , 2022)
📽 EuroPython 2022 (Dublin): [Panel Discussion] Diversity and Inclusion in Python and Tech Communities (July, 2022)
📽 PyCon SriLanka 2022 - [Talk] Word Embeddings for Text Classification (Feb , 2022)
📽 PyData Global Conference - [Tutorial] Getting Started with Text Classification: Predict if Tweets are about Real Disasters (Oct , 2021)
📽 PyData Global Conference - [Panel Discussion] Career Guidance in Data Science, Open-Source contributions, and Building Data Science Portfolio (Oct, 2021)
📽 EuroPython Conference - [Talk] Leveraging Linked Data using Python and SPARQL (Jul , 2021)
📽 PyLadies Dublin: [Talk] Scraping Wikipedia using SPARQL and DBPedia (May, 2021)
📽 PyLadies Dublin: [Talk] Fraud detection with ML (Oct , 2020)
Representing text data as vectors are necessary for applying Machine Learning techniques to make predictions, recommendations, or clusters. The concepts of “Sparsity” and “Density” arrive at efficiently designing and constructing these vectors for all high-dimensional data processing use-cases in the world of Artificial Intelligence. Read more...
Tracey Davis, the Founder & President of Money20/20 and the founder of the RiseUp initiative, opened the session of RiseUp Europe 2022 by quoting Kahina Van Dyke from Standard Chartered Read more...
Tuning an Artificial Neural Network: Optimizing a Multiclass Text Classifier using KerasTuner and other basic Data Analytics Techniques
In my previous article on Multiclass Text Classification Using Keras to Predict Emotions, I compared the outcome of the usage of skipgrams to give a deep text classifier a headstart with learnt word embeddings for predicting emotions with that of another deep text classifier that learns the embeddings from scratch... Read more...
Learn Python's useful built-in functions focusing on NLP use-cases Beginner in Python & interested in Text Processing? Then read on... Natural Language Processing is in high demand now and Python has built-in functions to support whatever you need for processing and... Read more...
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✒ Python & Data Science Instructor @ WAIA
✒ Machine Learning Engineer @ Omdena
✒ Natural Language Processing Workshop Instructor @ WAIA
✒ Mentor @ AnitaB.org | WAI Ireland
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💬 Ask me about Python, Data Analysis, Data Science, Career Development, Natural Language Processing, Women in AI
📫 How to reach me: nroy0110@gmail.com or nabanita@womeninai.co
🔭 I’m currently working on Deep Learning for Text/Code Generation
👯 If you are looking for collaborations for Data Science projects - check out WaiPRACTICE