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Data Scientist Job Description – What Companies Look For in 2025

Pickl AI

Key Takeaways Data scientists in India require strong programming and machine learning skills for diverse industries. Big data and cloud technologies are increasingly important in Indian data science roles. Data quality issues are common in Indian datasets, so cleaning and preprocessing are critical.

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Data Science Career FAQs Answered: Educational Background

Mlearning.ai

Blind 75 LeetCode Questions - LeetCode Discuss Data Manipulation and Analysis Proficiency in working with data is crucial. This includes skills in data cleaning, preprocessing, transformation, and exploratory data analysis (EDA). Familiarity with libraries like pandas, NumPy, and SQL for data handling is important.

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The Data Dilemma: Exploring the Key Differences Between Data Science and Data Engineering

Pickl AI

They create data pipelines, ETL processes, and databases to facilitate smooth data flow and storage. With expertise in programming languages like Python , Java , SQL, and knowledge of big data technologies like Hadoop and Spark, data engineers optimize pipelines for data scientists and analysts to access valuable insights efficiently.

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Top 15 Data Analytics Projects in 2023 for beginners to Experienced

Pickl AI

Defining clear objectives and selecting appropriate techniques to extract valuable insights from the data is essential. Here are some project ideas suitable for students interested in big data analytics with Python: 1. Sentiment Analysis on Social Media Data: Gather tweets or reviews from a social media platform using APIs.