Suneel Patel – Medium

Suneel Patel

SQL Skills for Data Scientists to Excel in Relational Database Management

To become an expert in handling relational databases as a data scientist, there are several key areas you should focus on:

2 min readJun 4, 2023

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SQL Skills for Data Scientists to Excel in Relational Database Management

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Suneel Patel

Assumptions in Data Science: The Key to Accurate Analysis and Better Business Outcomes

Data science is a multidisciplinary field that uses a range of statistical, mathematical, and computational methods to extract insights and…

6 min readApr 7, 2023

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Assumptions in Data Science: The Key to Accurate Analysis and Better Business Outcomes

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Suneel Patel

Mastering End-to-End Data Science Projects: Best Practices and Strategies

A Step-by-Step Guide to Best Practices for End-to-End Data Science Projects

4 min readMar 30, 2023

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Mastering End-to-End Data Science Projects: Best Practices and Strategies

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Suneel Patel

The Importance of Domain Knowledge or Subject Matter Expertise in Data Science

Subject matter expertise or business (domain) knowledge is essential skill for data scientists to understand the context of the data…

5 min readMar 25, 2023

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The Importance of Domain Knowledge or Subject Matter Expertise in Data Science

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Suneel Patel

How to get dream job in data science?

the best strategy for getting your dream job in data science…

3 min readMar 19, 2023

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How to get dream job in data science?

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Suneel Patel
in
GoPenAI

Python libraries that allow for building and comparing machine learning models with just a few…

State-of-the Art Low-Code python libraries to build and compare Models

7 min readMar 9, 2023

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Python libraries that allow for building and comparing machine learning models with just a few…

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Suneel Patel

Exploratory Data Analysis (EDA) using State-of-the-Art (SOTA) Libraries

“Unleashing Insights from Data: Smart Data Visualization”

6 min readMar 4, 2023

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Exploratory Data Analysis (EDA) using State-of-the-Art (SOTA) Libraries

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Suneel Patel

Named Entity Recognition (NER) | Custom Advanced NLP Tool using spaCy

Before understanding what the Named Identity Recognition (NER) is, we must ask ourselves why do we need to know about the NER?

8 min readMay 1, 2021

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Named Entity Recognition (NER) | Custom Advanced NLP Tool using spaCy

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Suneel Patel

NLP: POS (Part of speech) Tagging & Chunking

POS tagging and chunking process in NLP using NLTK

5 min readAug 2, 2020

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NLP: POS (Part of speech) Tagging & Chunking

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Suneel Patel

NLP Guide 101: Tokenization and Methods to Perform Tokenization

Tokenization:

2 min readAug 2, 2020

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NLP Guide 101: Tokenization and Methods to Perform Tokenization

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Suneel Patel

Suneel Patel

Data Scientist and AIML Engineer with more than 10 years of experience in Data Analysis, BI Analysis, Forecasting, Optimization, NLP, and Statistical Modeling

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