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1. Descriptive Statistics - Types of Data - Population and Sample - Measure of Central tendency - Measure of Variablity - 5 number summary - Normal Distibution - Skewness and Kutosis - PDF and CDF - Kernel Density Estimation(KDE) - Standard Normal Variate - Covariance and Correlation 2. Other Probability Distributions - Uniform Distribution - Binomial Distribution - Bernaulli Distribution - Log-normal - Power law 3. Inferential Statistics - Sampling Techniques - Sampling Distributions and Central Limit Theorem - Confidence Interval - Hypothesis testing and p-value - Statistical Tests ============================ Do you want to learn from me? Check my affordable mentorship program at : https://learnwith.campusx.in ============================ 📱 Grow with us: CampusX' LinkedIn: https://www.linkedin.com/company/campusx-official CampusX on Instagram for daily tips: https://www.instagram.com/campusx.official My LinkedIn: https://www.linkedin.com/in/nitish-singh-03412789 Discord: https://discord.gg/PsWu8R87Z8 👍If you find this video helpful, consider giving it a thumbs up and subscribing for more educational videos on data science! 💭Share your thoughts, experiences, or questions in the comments below. I love hearing from you!
