Data-Science Portfolio

Resume

Skills

Programming Languages: Java, Python, SQL
Web: HTML, CSS3, JavaScript, Bootstrap
Analytics and ML: NumPy, Pandas, TensorFlow, Scikit-learn, Keras

Tools

Visualization Tools: Python Libraries ( matplotlib, seaborn, plotly... )

About me

Hello! I'm Aman Singanamala, a Computer Science Student from Vellore Institute of Technology University.

I am a highly motivated individual with a passion for data science, machine learning, and data analysis. I have a solid understanding of statistical and machine-learning techniques and I am excited to continue building my skills and apply them to real-world problems in the field.

Articles and Blogs

Data-Science

Statistics

Statistics Concepts in Data-Science

Blog explores statistical concepts and their application using a dataset, providing insights into descriptive statistics, visualizations, and correlation analysis.

Aman.S

Jul 27, 2022 · 4 min read

Data-Science

Statistics

Pandas

Pandas (Summary Function, Data Types, Missing Data)

The blog discusses summary functions, data types, and handling missing data in Pandas, providing insights and techniques for data manipulation and analysis.

Aman.S

Jul 4, 2022 · 3 min read

Pandas

Pandas (Indexing and Selecting)

The blog explains indexing and selecting data in Pandas using loc and iloc operators, providing insights into accessing specific rows, columns, and elements in a DataFrame.

Aman.S

Jul 27, 2022 · 4 min read

Algorithm

SVM

Support Vector Machine Algorithm

The blog discusses the concept of Support Vector Machines (SVM), a powerful algorithm used for classification problems, highlighting its ability to find optimal decision boundaries and its reliance on support vectors for accurate classification.

Aman.S

May 11, 2022 · 6 min read

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