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UdayaBusiness Analyst
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Who Am I? I am passionate about unraveling the mysteries hidden within data and transforming it into meaningful insights. As a seasoned data scientist and machine learning enthusiast, I bring several industry experiences.
Subjects Covered: Data Exploration and Visualization Machine Learning Algorithms Deep Learning Fundamentals Data Cleaning and Preprocessing Model Evaluation and Deployment
Why Choose My Classes? Proven Track Record: Many of my students have successfully transitioned into data science roles or enhanced their machine learning expertise. Engaging Teaching Style: Expect a dynamic and interactive learning environment that fosters curiosity and critical thinking. Continuous Support: I am committed to your success. Get personalized feedback, Q&A sessions, and ongoing support throughout your learning journey.
Statistics: I have more than 3 years of experience with statistics projects.
Projects: Machine learning models drift detection (Zone24x7 (PVT) Ltd) - The purpose of this is to identify whether the models make predictions accurately over time. Unstructured data handling (Drone data -Open CV) - Made structured data frame using the SRT file of a drone, and then implemented a video augment task. Deforestation detection in Sri Lanka (Deep learning-CNN) - Collected about 1,000 satellite images and built a neural network to detect deforestation. I designed a dashboard to extract business insights from sales data using PowerBI and MySQL. I designed a dashboard for analyzing HR data (PowerBI). NLP project - A chatbot for online food ordering. House price prediction - Trained different ML models and deployed them locally. Fraud detection and prevention in insurance claims using advanced AI algorithms - Janashakthi Insurance (Research - ongoing).
Subjects
Statics Beginner-Intermediate
Data Science and Machine Learning Beginner-Intermediate
Experience
No experience mentioned.
Education
Data Science (hons) (Jan, 2019–Nov, 2023) from University of Peradeniya