Radhika Deshmukh

Software Engineer | Data Science, AI & Full-Stack Educator | Learn by Building Real-World Applications.

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Data Science learning materials by Radhika
Data Science learning materials by Radhika
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Radhika Deshmukh

Bachelors degree

/ 55 min

About your data science tutor

I am Radhika Deshmukh, a Software Engineer and an Educator, with 6+ years of experience.I have mentored 500+ students in Data Science, Machine Learning, Programming, and Software Development, helping them build strong fundamentals and industry-ready skills. I believe the most effective way to learn Data Science is by building. That's why every class I teach follows a 40% theory, 60% practical approach, where students implement every concept through live, deployable, real-world projects instead of simply learning the theory. I specialize in Data Science, Machine Learning, Python, SQL, Statistics, Data Visualization, Power BI, Tableau, Excel, SPSS, Data Structures & Algorithms (DSA), and Full-Stack Development. My expertise also includes Generative AI, LLMs, AI Automations, REST APIs, System Design, Git, Docker, CI/CD, AWS, and Web & Mobile Application Development. Whether you're a beginner exploring Data Science or an advanced learner preparing for interviews, placements, hackathons, competative exams such as IOI, internships, or industry projects, my goal is to help you build real-world data solutions while writing clean, scalable, and production-ready code.

Data Science tutor skills

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Data visualization

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Business intelligence

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Deep Learning

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Data engineering

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Machine learning

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Assignment help

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AI modules

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Learner types for data science class

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Data Science for beginners

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Data Science for adults

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Data Science for advanced

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Data Science for intermediate

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Data Science for kids

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Hands-on learning

Students gain confidence applying coding skills to real projects.

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Project-based learning for real-world skills

90% of students complete relevant coding projects.

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Flexible lesson scheduling

90% of students find it easy to schedule lessons.

Your data science tutor also teaches

Data Analysis

Data Analysis

Data Science

Data Science

Excel

Excel

Power BI

Power BI

SPSS

SPSS

Tableau

Tableau

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Data Science concepts taught by Radhika

Student learned 9 days ago

The session focused on troubleshooting a technical issue where the Student couldn't view Excel formulas in a shared spreadsheet. The Tutor guided the Student through the process of correctly downloading the `.xlsx` file, uploading it to their own Google Drive, and then sharing it with appropriate viewing permissions to ensure formula visibility. They planned a follow-up session to explain the content and analysis within the Excel file.

Google Drive File Ownership & Spreadsheet Formula Display

Preserving Spreadsheet File Formats (e.g.

.xlsx) During Transfer

Managing Google Drive Sharing Permissions for View-Only Access

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Student learned 15 days ago

Student and Tutor worked on developing and debugging an R script to perform hierarchical cluster analysis and principal component analysis on the Student's water chemistry data. They focused on generating dendrograms with appropriate labels, creating summary tables for subclusters, and plotting PCA results. The Student was encouraged to practice running the provided code, and a follow-up session was discussed to review their progress and further refine the script.

R Scripting for Workflow Automation

Hierarchical Clustering (HCA) & Dendrograms

Unveiling Patterns with Principal Component Analysis (PCA)

Generating Informative Cluster Summary Tables

Navigating the RStudio Environment

Debugging Common R Errors: `object not found`

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Teaching tools used by data science tutor

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Looker

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Google Colab

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Jupyter Notebook

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RStudio

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Streamlit

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