Kaan Berke UGURLARkaanberke.hashnode.dev·Nov 6, 2023The Ups and Downs of Probability Distributions in Deep LearningProbability distributions are a key component of many deep learning systems. By understanding the advantages and disadvantages of using probability distributions, we can build more effective models. In this post, I'll explore when probability distrib...Discussprobability
Mithilesh Gaikwadesymith.hashnode.dev·Oct 28, 2023Creating Strong and Versatile Passwords with C ProgrammingIn an era dominated by digital interactions, safeguarding your online presence is a top priority. A crucial aspect of online security revolves around creating robust, unique passwords for your various accounts. Password generators, a valuable tool in...Discuss·11 likes·69 readspasswords
Aayush Shahaaaaayushh.hashnode.dev·Oct 8, 2023Bloom Filters - What, How and WhereWhat is it? The textbook definition of a bloom filter doesn't tell us much - A bloom filter is a space-efficient probabilistic data structure. But what does this mean? Instead of discussing a bloom filter's definition, it's more helpful to consider t...Discuss·20 likesbloom filter
Kashikashibaipatil.hashnode.dev·Sep 10, 2023The Building Blocks of Probability: Discrete and Continuous DistributionsProbability distribution function A probability distribution function (PDF) is a mathematical function that describes the likelihood of various outcomes or events in a random experiment or process. In simple terms, all possible values a random variab...Discussprobability
Haocheng Linhaochengcodedev.hashnode.dev·Aug 13, 2023[Statistics 1 🔢] Probabilities🌟Key Terms Independent $$x_i, x_j$$Two variables are independent when a joint distribution could be expressed as a product between two marginal distributions. $$P(x_i, x_j) = P(x_i)P(x_j)$$Bayes Theorem Bayes Theorem or Bayern Munich? 🤔 The probab...Discussstatistics
Utkarsh KantProkantschants.com·Aug 11, 2023Assumptions of Linear Regression - Ace the Most Asked Interview QuestionIntroduction Linear Regression is one of the most popular statistical models and machine learning algorithms. Considered the holy grail in the world of Data Science and Machine Learning. It is one of the first (if not the first) algorithms that is th...Discuss·25 likes·211 readsMachine LearningMachine Learning
Deepdeeppande.hashnode.dev·Jul 31, 2023The Power of Probabilities: How Chance Rules Our WorldGetting started to learn about machine learning is quite interesting, but it too needs the clarity of mathematical concepts. Behind ML and data science is the analysis and interpretation of data. Having data does nothing but analysing the patterns an...Discuss·10 likesData Science
Naymul Islamainaymul.hashnode.dev·Jul 12, 2023Probability For Mastering Data Science - Part 5In the previous part, we covered The Normal Distribution and The Standard Normal Distribution Today we are gonna explore some more Continuous Distribution. Continuous Distribution: The Student’s T-Distribution👇 We use “t(k)” to define the student's ...DiscussProbability For Mastering Data Scienceprobability
Naveen Kumarnaveenkumar-nk.hashnode.dev·Jun 30, 2023Exploring the Wonders of Probability and Statistics: A Fascinating Journey through the World of Data ScienceINTRODUCTION Embark on an exciting journey through the captivating world of probability and statistics in data science. Discover the power of numbers as we unravel the mysteries of uncertainty, explore data patterns, and make informed decisions. Join...Discuss·46 readsData Science
Yash Ambekaryashambekar.hashnode.dev·Jun 29, 2023Conditional Probability, Bayes Theorem and Chain Rule of Probability.Conditional probability provides us with a way to reason about the outcome of an experiment, based on partial information. Suppose we know that the outcome is within some given event B. We wish to express the likelihood that the outcome also belongs...Discussprobability
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