I like building stuff to detect stuff! Leveraging data and analytics to deliver real insights, empower people, challenge constructively and build an enduring relationship with all stakeholders.
Explore my artefacts here or there: YouTube, Kaggle and find more about me there LinkedIn
Title | Description | Link |
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All of Natural Language Processing | Solid Intro to NLP concepts using pre-trained MPNET model for Semantic Search task matching questions to their correct answers! | leaderboard, code |
All of Machine learning | Solid Intro to ML concepts using different methods to calculate Linear regression coefficients! | code |
Mixed Naive Bayes Algorithm | Implementing Naive Bayes algorithm from scratch in Python; A single model for both Categorical & Numeric data | vid, code |
Identifying and Measuring Risk | Learn about Probability distributions; performing risk assessment and Monte Carlo simulation in Python | vid, code |
Exploratory Data Analysis Tutorial | Step by step Exploratory Data Analysis tutorial | vid, code |
Regression Linear Algebra POV | Learn how Linear Regression Model works and the Mathematics behind it | vid, code |
Statistics For Machine learning | Learn to apply Statistical Inference (Frequentist), test assumptions and draw conclusions | vid, code |
Assessing Machine Learning Models | Exploring several classification metrics and related interpretations | vid - Accuracy, vid - Recall, vid - Precision, vid - Confusion Matrix, code |
Beyond Modeling | Example for deploying Machine Learning models using Flask | code |
Natural Language Processing for Fraud Investigations | Processing Emails for leads that would be helpful in a Fraud Investigation - Real Case Study using public data | code |
Data Visualization | Collection of different data visualization techniques using Seaborn and Matplotlib modules | code |
Title | From | Link |
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Mathematics for Machine Learning and Data Science Specialization | DeepLearning.AI | Certificate |
Google Advanced Data Analytics Specialization | Certificate |