Data Preparation and Cleaning : The secret ingredient to baking a successful ML cake!
25th Dec 2022 - 5 minutes read
Machine Learning (ML) is a powerful field that allows computers to learn from data and make predictions or decisions without explicit programming. It has applications in various domains, from healthcare to finance to self-driving cars. But before we dive into the world of complex algorithms and predictive models, there's a crucial step that often gets overlooked: data preparation and cleaning.
Why is Data Preparation and Cleaning Essential?
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-Harshit Singh
Demystifying the Data Science Role: Prepare everything From Resume to In-Person Interview
2nd Dec 2022 - 5 minutes read
The world of data science is booming, and with it comes a growing demand for skilled data scientists. If you're aspiring to enter this exciting field, you need to navigate the job hunt successfully. In this comprehensive guide, we'll break down each step of the data science job search process, explaining key concepts and offering practical tips for success.
Understanding the Data Scientist Role
1.1 Job Description
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-Harshit Singh
Your Ultimate Guide to write ChatGPT Prompts for easing Data Science:
20th Feb 2023 - 15 minutes read
In today's data-driven world, data science has emerged as a crucial field for making informed decisions and extracting valuable insights from data. Whether you're a seasoned data scientist, a newbie looking to learn, or someone seeking specific data-related assistance, ChatGPT has got you covered. In this comprehensive guide, we will explore 60 ChatGPT prompts tailored to various data science needs. For each prompt, we'll explain its purpose and provide examples of how it can be used.
1. Train Classification Model
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-Harshit Singh
Roadmap to Mastering Data Science and Machine Learning
2nd Dec 2022 - 5 minutes read
Embarking on a journey to master data science and machine learning is an exciting and rewarding endeavor. This comprehensive roadmap is designed to guide you through the essential skills and concepts required to become proficient in these fields. Broken down into 12 sections and spanning a duration of 100 hours, or roughly 2 to 3 months, this roadmap covers everything from Python programming fundamentals to advanced machine learning techniques, data visualization, and even cloud deployment. Let's delve into each section in detail.
Section 1: Python Programming and Logic Building
Python serves as the cornerstone....
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-Harshit Singh
Scoring Goals or Just Luck in Football? How Hypothesis Tests Make Informed Choices
27th Nov 2022 - 5 minutes read
In the world of statistics, hypothesis tests are powerful tools used to evaluate the validity of assumptions or ideas based on data. Imagine you're the coach of a professional football team, faced with a decision regarding the performance of two players. One player, the new sensation, has a remarkable scoring rate with five goals in two matches. On the other hand, the current star player has a scoring rate of one goal per match but has played 100 matches. You find yourself in a dilemma – is the new player truly a better scorer, or is this just a lucky streak? Hypothesis tests can help you make informed decisions.
Common Tests:
Hypothesis tests come in various forms, each suited for different types of data and situations. Here, we'll
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-Harshit Singh
