Aniket Mishra

Aniket Mishra

Data Analyst
India

نبذة عني

An Undergrad seeking a challenging position as a Data Analyst to leverage academic knowledge in Statistical analysis, Data cleanig , SQL programming and Data modeling and also holding internship experience in the domain …

الخبرة

Machine Learning Intern

TCR Innovation
Oct 2021 - Dec 2021 · 2 أشهر

<p>Assigned to a project during the internship.<br>
Worked on a project titled Prediction of Loan Status.<br>
Applied data cleaning techniques to overcome incorrect, incomplete, inaccurate, and irrelevant data.<br>
Implemented Logistic Regression, SVM, and Naive Bayes to build a model.<br>
Compared the accuracy of each algorithm.<br>
Found that Naive Bayes performed best with accuracy of >71%.<br>
Worked on a project titled Prediction of Breast Cancer for a given patient.<br>
Built a classifier using a dataset containing 9 features and 500+ patient records.<br>
Applied data cleaning techniques to overcome incorrect, incomplete, inaccurate, and irrelevant data.<br>
Implemented Logistic Regression, Decision Tree Classifier, and Random Forest to build a model.<br>
Compared the accuracy of each algorithm.<br>
Found that Random Forest performed best with accuracy of >97%.</p>

المهارات

قاعدة بيانات SQL MS إكسل التحليل الإحصائي Machine Learning Data Analysis Data Visualization Descriptive Statistics Inferential Statistics Predictive Modeling Written Communication Verbal Communication Microsoft Office Windows-based applications Presentation Skills Python Pandas NumPy Matplotlib Seaborn Scikit-Learn PyTorch TensorFlow Keras NLTK Jupyter Excel Tableau MySQL PostgreSQL SQL
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