What is a Quant? – Financial Quantitative Analyst
In this video learn what a Financial Quantitative Analyst is and does. A Quant for short is someone who has deep knowledge of financial mathematics. This is a specific type of mathematics that relates to no arbitrage pricing and delves into Ito Calculus and some very difficult probability theory.
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Introduction To Statistics For Data Analysts — New Course!
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Frank
- January 23, 2023
- DAX Tutorial
- DAX tutorial for beginners
- Enterprise DNA
- learn dax
- learn power bi
- learn power query
- M language
- Power BI
- power bi dax
- Power BI Desktop
- power bi tutorial
- power bi tutorial for beginners
- power query for power bi
- Power Query M code
- Sam McKay
- Statistics
- statistics for data
- statistics for data analysis
- statistics for data analyst
- Statistics for Data Science
Considering a new career path? Then check out this video from Enterprise DNA. As Data Analysts, we are constantly drawing conclusions from sample data about larger populations. Here at Enterprise DNA, our goal is to equip Data Analysts like you with the full suite of knowledge and skills you need to excel and continue to grow […]
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How To Update Your Beliefs Systematically – Bayes’ Theorem
Here’s a great video that explains Bayes’ theorem with examples and implications for life. I didn’t say it explicitly in the video, but in my view the Bayesian trap is interpreting events that happen repeatedly as events that happen inevitably. They may be inevitable OR they may simply be the outcome of a series of […]
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Statistics and Probability for Data Science
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Frank
- June 8, 2022
- data science edureka
- data science probability and statistics
- data science statistics
- Data Science Training
- edureka
- probability
- Probability and Statistics
- Statistics
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- Statistics for Data Science
- Statistics Tutorial
A lot of people ask me about breaking into the fields of AI and data science. Many are surprised to hear that the core of it all revolves around statistics more so than “just code.” This session on Statistics And Probability will cover all the fundamentals of stats and probability. Topics Covered : 00:00:00 Introduction […]
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Practical Statistics for Data Scientists – Exploratory Data Analysis
This is an overview of Chapter 1 of Practical Statistics for Data Scientists. Shashank Kalanithi goes over the first couple of chapters of this book because the later chapters cover similar materials from my Hands on Machine Learning book overview videos.
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Machine Learning for Beginners: Binary Cross Entropy Loss Error Function
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Frank
- June 26, 2021
- AI
- ai for beginners
- artificial intelligence
- artificial intelligence for beginners
- binary
- binary cross entropy
- binary log loss
- cost
- cost function
- cross entropy
- cross entropy loss
- Data Science
- error function
- error term
- input
- label
- log loss
- logarithm
- loss function
- Machine Learning
- machine learning for beginners
- Math
- Mathematics
- mean
- ML
- Perceptron
- Prediction
- Python
- python machine learning
- python programming
- python tutorial
- Statistics
- Target
- weights
- y hat
- y'
In this lesson from Python Simplified learn the binary Log Loss/Cross Entropy Error Function and break it down to the very basic details.
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A Clear Explanation of Naive Bayes
StatQuest with Josh Starmer explains Naive Bayes in a clear way. When most people want to learn about Naive Bayes, they want to learn about the Multinomial Naive Bayes Classifier – which sounds really fancy, but is actually quite simple. This video walks you through it one step at a time and by the end, […]
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Bayesian Data Science by Simulation Tutorial
Here’s an interesting session from the SciPy 2020 virtual conference. As a foundational tutorial in statistics and Bayesian inference, the intended audience is Pythonistas who are interested in gaining a foundational knowledge of probability theory and the basics of parameter estimation. Knowledge of `numpy`, `matplotlib`, and Python are prerequisites for this tutorial, in addition to […]
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This Is How Easy It Is to Lie With Statistics
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Frank
- April 6, 2020
- applications of mathematics
- applications of statistics
- applied math
- applied statistics
- how statistics can mislead
- how to lie with statistics
- major prep
- majorprep
- misleading statistics
- real world use of statistics
- Statistics
- statistics used in criminal cases
- stats
- the power of statistics
Zach Star explains how misleading statistics can be (even when the numbers are 100% correct!).
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Extreme Events and How to Live with Them by Nassim Nicholas Taleb
Darwin College Lecture Series hosts Professor Nassim Nicholas Taleb to talk about the impact of extreme events. While COVID is not directly referenced, it’s clear that the current pandemic counts as an extreme event. Nassim Nicholas Taleb spent 21 years as a risk taker before becoming a researcher in philosophical, mathematical and (mostly) practical problems […]
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