Data Science

Data Scientist

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  • 382 Views

  • Delivery Time 1-3 Weeks
  • Response Time 1 Day
  • English Level Professional

Description

  • Data Scientist with experience in data pipeline development, machine learning, and natural language processing.
  • Primary Skills: Python, C++, Data Structures, OOP, Machine Learning, Natural Language Processing, Data Analytics, Data Analysis, Excel.
  • Secondary Skills: Data Science, NLP, SQL, Principal Component Analysis, Statistical Analysis, Data Visualization, R, Data Management, Pyspark, Data Reporting.
PROJECTS -
  1. SOCIAL BEHAVIOUR ANALYTICS FOR AVIATION COMPANY | Analysis and Machine Learning -
  • Analyzed ticket sales on different login devices using machine learning.
  • Extracted features with principal component analysis.
  • Tuned hyperparameters on various models including decision trees, XGBoost, and bagging classifiers. Evaluated and compared model performance.
  • Presented findings and recommendations to inform marketing and sales strategies and improved the clients understanding of ticket-buying behavior.
2. TEXT GENERATION USING NLP | NLTK -
  • Developed a text generation model using NLP techniques to generate new text that is similar in style and content to a given dataset.
  • Implemented various text generation techniques, such as Markov chains and neural networks, and evaluated model performance using metrics like perplexity and coherence score.

About The Seller

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Starting From
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Ref #: 6010

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