Analytics Siksha

Highly Experienced Data Scientist. Prficiency in Data Analysis tools. Deliver client ready projects. Worked with MNCs and delivered industry ready projects.

Understanding Hypothesis Testing in Data Science and Machine Learning

Data Science /

  Hypothesis testing is a crucial statistical method used to make informed decisions based on data.   In data science and machine learning, it plays a significant role in validating assumptions, testing new models, and optimizing business strategies.   By understanding hypothesis testing, we can distinguish between genuine patterns in data and random noise, ensuring […]

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Understanding the Confusion Matrix in Machine Learning with Real-Life Examples

Leave a Comment / Data Science /

  Machine learning models are widely used in various fields, from healthcare and finance to spam detection and fraud prevention. However, evaluating the performance of these models is crucial to ensure their effectiveness. One of the most commonly used tools for assessing classification models is the confusion matrix.   It provides a comprehensive way to

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Top 5 AI Tools To Accelerate Job Hunts

2 Comments / Trending Technoloy /

Boost your job search with AI tools! Optimize resumes, get smart job matches, ace interviews, and track applications with AI-powered platforms. Finding the right job in today’s competitive market can be challenging. With thousands of applications flooding recruiters’ inboxes, standing out from the crowd is more challenging than ever. According to Grapevine Layoff Tracker: The

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How to Learn Future – Proof Top Data Skills

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created by author | Midjourney Master future-proof data skills like AI, cloud computing, and big data to stay ahead in the evolving job market. Learn top tools, trends, and insights!    The digital revolution is reshaping industries at an unprecedented pace.Data-driven decision-making has become the backbone of successful businesses.   As Artificial Intelligence (AI), automation,

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Preparation Strategy for a Data Analyst Interview

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Image By Author | Google Data Analyst is the most thriving job role. Every sector needs a skilled data analyst. From understanding the job role to learning the essential tools and technologies, preparing effectively for an interview, staying relevant in the AI era, and setting salary expectations -this blog covers it all. Let’s dive in!

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Different Joins in Pandas: A Comprehensive Guidewith Real – Life Examples

Python /

This blog post covers the pandas joins with code examples. Learn the different joins and upskill yourself in the domain of data and analysis.   Python have thosuands of open-source library available, out of that Pandas library is very popular and widely used library. Pandas is favourite to all data enthusiasts. It helps us to

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Pandas: The Essential Python Library for Data Analysis

Leave a Comment / Python /

Learn Key features of Python pandas with coding examples. Also practice pandas on the Loan Recovery dataset. Download dataset and practice with the code shared below.    Introduction Pandas is an open source Python library providing high performance data manipulation and analysis tools. Pandas is built on top of NumPy, it offers intuitive data structures

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