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J. D. Mathematics & Data Science
เข้าร่วมเมื่อ 18 ม.ค. 2016
This channel is all about mathematics and data science.
End to End Deployment
🌟 Excited to Share! 🌟
I am pleased to announce that I have successfully utilized the comprehensive end-to-end deployment project created by Bappy Ahmed to enhance my instructional materials. This project, made available under the MIT License, has been instrumental in providing a real-world example.
The project encompasses critical industry components such as MLOps, GitHub Actions for CI/CD, AWS S3 for storage, and AWS virtual machines for deployment. It serves as an exemplary model of the skills and practices essential in today's data science and technology landscape.
Thank you, Bappy, for your valuable contribution. You can explore the project here:github.com/JRDittenber/FinalProjectDataScienceFoundations2024Fall
#DataScience #Education #EdTech #MITLicense #ProfessionalDevelopment #MLOps #GitHubActions #AWS #TeachingExcellence
I am pleased to announce that I have successfully utilized the comprehensive end-to-end deployment project created by Bappy Ahmed to enhance my instructional materials. This project, made available under the MIT License, has been instrumental in providing a real-world example.
The project encompasses critical industry components such as MLOps, GitHub Actions for CI/CD, AWS S3 for storage, and AWS virtual machines for deployment. It serves as an exemplary model of the skills and practices essential in today's data science and technology landscape.
Thank you, Bappy, for your valuable contribution. You can explore the project here:github.com/JRDittenber/FinalProjectDataScienceFoundations2024Fall
#DataScience #Education #EdTech #MITLicense #ProfessionalDevelopment #MLOps #GitHubActions #AWS #TeachingExcellence
มุมมอง: 20
วีดีโอ
From Theory to Practice: Implementing Generative AI in Educational Settings
มุมมอง 122ปีที่แล้ว
🌟 "From Theory to Practice: Implementing Generative AI in Educational Settings" 🎓 hosted by Dittenber Research Associates and discover practical strategies to incorporate generative AI into your teaching. Here's what you can expect from this engaging session: 🏫 Create an Efficient Classroom: Learn how to build a customized website with a scheduling feature, empowering you to optimize your class...
Part 5: Understanding and Proving the Central Limit Theorem: Discrete and Continuous Sample Spaces
มุมมอง 70ปีที่แล้ว
🎓 Welcome to Part 5 of our series, Understanding and Proving the Central Limit Theorem (CLT). This video provides comprehensive examples of how to calculate probabilities in both discrete and continuous sample spaces, making it a must-watch for anyone studying or interested in statistics. 📚We'll guide you through the process of understanding and proving the Central Limit Theorem, a key concept ...
Part 4: Understanding and Proving the Central Limit Theorem: Samples Spaces
มุมมอง 60ปีที่แล้ว
📹 Welcome to the 4th video in my series "Understanding and Proving The Central Limit Theorem"! In this episode, I'll be discussing the definition and axioms of a sample space. This will prepare us to understand how a probability is calculated and how sequences of random variables are able to converge (in distribution) to the standard normal random variable distribution. 💻📈📊 We'll delve into the...
Daily Data Science Interview Questions: All 30 Days Compilation - Steady UpBeat Beat Version
มุมมอง 21ปีที่แล้ว
Data Science Interview Questions: The Complete Compilation Steady Upbeat Beat Version 📊🧐 Daily Data Science Interview Questions 🧐📊 🔍🧐 The Complete Compilation: All 30 Questions in One Video! 🤔📈 Welcome to the ultimate compilation of our series on Data Science Interview Questions! This video brings together all 30 questions we've discussed, providing a comprehensive resource for your interview p...
Daily Data Science Interview Questions: All 30 Days Compilation - Classical Music Version
มุมมอง 105ปีที่แล้ว
Data Science Interview Questions: The Complete Compilation Classical Music Version (starts at 2:15) 📊🧐 Daily Data Science Interview Questions 🧐📊 🔍🧐 The Complete Compilation: All 30 Questions in One Video! 🤔📈 Welcome to the ultimate compilation of our series on Data Science Interview Questions! This video brings together all 30 questions we've discussed, providing a comprehensive resource for yo...
Daily Data Science Interview Question (30 of n):
มุมมอง 14ปีที่แล้ว
Daily Data Science Interview Question 30: Explaining Your Process in a Data Science Interview 📊🧐 Daily Data Science Interview Question 🧐📊 🔍🧐 Question 30 of n: How would you explain your data science process in an interview? 🤔📈 Welcome back to our series on Data Science Interview Questions! Today, we're focusing on how to effectively communicate your data science process in an interview. Join us...
Daily Data Science Interview Question (29 of n):
มุมมอง 11ปีที่แล้ว
Daily Data Science Interview Question 29: Data Problem Solving 📊🧐 Daily Data Science Interview Question 🧐📊 🔍🧐 Question 29 of n: Can you discuss your approach to solving data problems? 🤔📈 Welcome back to our series on Data Science Interview Questions! Today, we're focusing on problem-solving skills in the context of data science. Join us on this exciting journey into the heart of #DataScience an...
Daily Data Science Interview Question (28 of n):
มุมมอง 5ปีที่แล้ว
Daily Data Science Interview Question 28: Visualizing High-Dimensional Data 📊🧐 Daily Data Science Interview Question 🧐📊 🔍🧐 Question 28 of n: How do you visualize high-dimensional data in data science? 🤔📈 Welcome back to our series on Data Science Interview Questions! Today, we're tackling the challenge of visualizing high-dimensional data. Join us on this exciting journey into the heart of #Dat...
Daily Data Science Interview Question (27 of n):
มุมมอง 13ปีที่แล้ว
Daily Data Science Interview Question 27: The Ethics of Data Science 📊🧐 Daily Data Science Interview Question 🧐📊 🔍🧐 Question 27 of n: Can you discuss the importance of ethics in data science? 🤔📈 Welcome back to our series on Data Science Interview Questions! Today, we're delving into the ethical considerations that every data scientist must be aware of. Join us on this exciting journey into the...
Daily Data Science Interview Question(26 of n):
มุมมอง 12ปีที่แล้ว
Daily Data Science Interview Question 26: Understanding MapReduce in Data Science 📊🧐 Daily Data Science Interview Question 🧐📊 🔍🧐 Question 26 of n: Can you explain the concept of MapReduce in data science? 🤔📈 Welcome back to our series on Data Science Interview Questions! Today, we're diving into the world of big data processing with a focus on the MapReduce paradigm. Join us on this exciting jo...
Daily Data Science Interview Question (25 of n):
มุมมอง 23ปีที่แล้ว
Daily Data Science Interview Question 25: Handling Missing Data | Data Science Interview Questions 📊🧐 Daily Data Science Interview Question 🧐📊 🔍🧐 Question 25 of n: How do you handle missing data in your datasets? 🤔📈 Welcome back to our series on Data Science Interview Questions! In this episode, we tackle a common yet crucial question: How do you handle missing data? Join us on this exciting jo...
Daily Data Science Interview Question (24 of n):
มุมมอง 93ปีที่แล้ว
Daily Data Science Interview Question 24 of n Question: How do you decide between two comparable models in terms of performance and accuracy? 📊🧐 Daily Data Science Interview Question 🧐📊 🔍🧐 Question 24 of n: How do you decide between two comparable models in terms of performance and accuracy? 🤔📈 Join us on this exciting journey into the heart of #DataScience and #MachineLearning! In each episode...
Daily Data Science Interview Question (23 of n):
มุมมอง 40ปีที่แล้ว
🔥📊🧐 Daily Data Science Interview Question 🧐📊🔥 🔍🧐 Question 23 of n: Can you explain natural language processing (NLP) and some of its applications? 🗣️🤖 🚀 Dive into the captivating world of #NaturalLanguageProcessing (NLP) and uncover its powerful applications in #DataScience! 📚 Discover how NLP techniques enable computers to understand, interpret, and generate human language, revolutionizing the...
Part 9: Unlocking the t-distribution: Checking the Assumptions!
มุมมอง 71ปีที่แล้ว
Part 9: Unlocking the t-distribution: Checking the Assumptions!
Part 10: Unlocking the t-distribution: Python Implementation in Churn Data
มุมมอง 74ปีที่แล้ว
Part 10: Unlocking the t-distribution: Python Implementation in Churn Data
Lecture 3: 🚀📚 Comprehensive Calculus Course: Master Theorems, Proofs & Applications 📈🌐
มุมมอง 28ปีที่แล้ว
Lecture 3: 🚀📚 Comprehensive Calculus Course: Master Theorems, Proofs & Applications 📈🌐
Part 8: Unlocking the t-distribution: Comparing Proportions
มุมมอง 40ปีที่แล้ว
Part 8: Unlocking the t-distribution: Comparing Proportions
Daily Data Science Interview Question (22 of n):
มุมมอง 101ปีที่แล้ว
Daily Data Science Interview Question (22 of n):
Daily Data Science Interview Question (21 of n):
มุมมอง 37ปีที่แล้ว
Daily Data Science Interview Question (21 of n):
Daily Data Science Interview Question (20 of n):
มุมมอง 84ปีที่แล้ว
Daily Data Science Interview Question (20 of n):
Lecture 2: 🚀📚 Comprehensive Calculus Course: Master Theorems, Proofs & Applications 📈🌐
มุมมอง 24ปีที่แล้ว
Lecture 2: 🚀📚 Comprehensive Calculus Course: Master Theorems, Proofs & Applications 📈🌐
Part 7: Unlocking the t-distribution: Two Sample (Paired) t-test
มุมมอง 33ปีที่แล้ว
Part 7: Unlocking the t-distribution: Two Sample (Paired) t-test
Daily Data Science Interview Question (19 of n):
มุมมอง 132ปีที่แล้ว
Daily Data Science Interview Question (19 of n):
Lecture 1: 🚀📚 Comprehensive Calculus Course: Master Theorems, Proofs & Applications 📈🌐
มุมมอง 86ปีที่แล้ว
Lecture 1: 🚀📚 Comprehensive Calculus Course: Master Theorems, Proofs & Applications 📈🌐
Daily Data Science Interview Question (18 of n):
มุมมอง 53ปีที่แล้ว
Daily Data Science Interview Question (18 of n):
Daily Data Science Interview Question (17 of n)
มุมมอง 44ปีที่แล้ว
Daily Data Science Interview Question (17 of n)
Part 6: Unlocking the t-distribution: Two Sample (independent) t-Test Example
มุมมอง 74ปีที่แล้ว
Part 6: Unlocking the t-distribution: Two Sample (independent) t-Test Example
Daily Data Science Interview Question (16 of n)
มุมมอง 20ปีที่แล้ว
Daily Data Science Interview Question (16 of n)
Daily Data Science Interview Question (15 of n)
มุมมอง 49ปีที่แล้ว
Daily Data Science Interview Question (15 of n)
You are a great professor. Thanks for your effort in explaining this in a way that is actually easier to understand. Greetings from Brazil.
I appreciate that. Hope to finish out the series soon.
*promo sm*
The assumptions for each t-test are checked in this video: th-cam.com/video/0nfPSH1H9WU/w-d-xo.html
The standard deviation is off by about .1 -- this changes the actual t-score, but in this case the outcome is still the same. So, it doesn't change the material claims in the solution.
At 2:51 I say "universal set" and I mean referring to the population as the universal set, but after listening again, I think it sounds like I am saying that the sample is the universal set. So, to be clear: The population could be considered a universal set and the sample is a subset thereof.
If you want to skip my introduction, just go to about 3:05 🤓
At 11:56 I wrote the statement wrong. It should have said: "The complement of the intersection is the union (not intersection) of the complements."
Thank.
No problem!