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Home → Shows → 2016 → Up and Atom → Season 1 Episode 23

The Problem With Linear Regression | Data Analysis

The problems with linear regression in data science/analysis. Taken from a chapter of Jordan Ellenberg's amazing book How Not to Be Wrong: The Power of Mathematical Thinking.

Thanks to the Vlogbrothers for their sponsorship of this video.

Hi! I'm Jade. Subscribe to Up and Atom for new physics, math and computer science videos every week!

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*SOURCES*
How To Not Be Wrong, The Power of Mathematical Thinking - Jordan Ellenberg
https://www.amazon.com/How-Not-Be-Wrong-Mathematical/dp/0143127535

Next episode
S01E24 - How Do We Find Earth-Like Planets? Ft. Amor Sciendi
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Episodes

Episodes (114)

Season 1
S01E01 - Introduction To Electric Charge
28 juillet 2016
S01E02 - Coulomb's Law (with example)
29 juillet 2016
S01E03 - How to calculate the force between THREE charges
30 juillet 2016
S01E04 - Introduction to Electric Fields
31 juillet 2016
S01E05 - The Double Slit Experiment: Light As A Wave
25 août 2016
S01E06 - The Photoelectric Effect: Light As A Particle
23 septembre 2016
S01E07 - How Many Dimensions Can You See?
13 octobre 2016
S01E08 - The Quantum Bomb-Tester!
10 novembre 2016
S01E09 - 50 AMAZING Physics Facts to Blow Your Mind!
18 novembre 2016
S01E10 - Why Does Time Go Forward?
9 décembre 2016
S01E11 - The Physics of SANTA
22 décembre 2016
S01E12 - Maxwell's Demon | Thermodynamics | Second Law
13 janvier 2017
S01E13 - What is Quantum Teleportation? ft Tibees!
27 janvier 2017
S01E14 - Einstein's Pole in the Barn Paradox
9 février 2017
S01E15 - The NASA TRAPPIST-1 Exoplanets - 7 Earth Like…
26 février 2017
S01E16 - Charge Parity Violation - The Physics of a Mirror…
18 mai 2017
S01E17 - The Physics of Free Will
22 juin 2017
S01E18 - Can You Crack This Four Card Code?
24 août 2017
S01E19 - Why Math is Important
4 septembre 2017
S01E20 - Are Forcefields Possible?
15 septembre 2017
S01E21 - Why Are Soap Bubbles So Colorful?
28 septembre 2017
S01E22 - Quantum Cryptography in 6 Minutes
24 octobre 2017
S01E23 - The Problem With Linear Regression | Data Analysis
27 octobre 2017
S01E24 - How Do We Find Earth-Like Planets? Ft. Amor…
17 novembre 2017
S01E25 - Machine Learning Explained in 5 Minutes
23 novembre 2017
S01E26 - When To Quit (According to Computer Science)
30 novembre 2017
S01E27 - What is DARK ENERGY?
9 décembre 2017
S01E28 - When To Try New Things (According to Computer…
17 décembre 2017
S01E29 - 4 Common Misconceptions About A.I.
5 janvier 2018
S01E30 - Jade Gets a PATREON!
11 janvier 2018
S01E31 - Can Machines Be Conscious?
12 janvier 2018
S01E32 - What is a Singularity, Exactly?
26 janvier 2018
S01E33 - The Accuracy Paradox - When Less is More |…
16 février 2018
S01E34 - Chaos Theory | The Butterfly Effect (ft. Jabrils)
6 mars 2018
S01E35 - The Quantum Prisoner's Dilemma (ft. Physics Girl!)
22 mars 2018
S01E36 - The First Rule of Game Theory (ft. Thomas Frank)
17 mai 2018
S01E37 - Intro to Information Theory | Digital…
28 juin 2018
S01E38 - If a tree falls in the forest and no one is there…
1 juillet 2018
S01E39 - What is The Schrödinger Equation, Exactly?
6 juillet 2018
S01E40 - How Einstein's Special Theory of Relativity…
13 juillet 2018
S01E41 - The Halting Problem - An Impossible Problem to…
20 juillet 2018
S01E42 - Superposition of Quantum States
9 août 2018
S01E43 - The Four Color Theorem - What Counts as a Proof?
20 août 2018
S01E44 - Can You Guess Who's Lying? 3 Logic Riddles to…
27 août 2018
S01E45 - When to Chillax (According to Computer Science)
5 septembre 2018
S01E46 - The Heisenberg Uncertainty Principle Explained…
20 septembre 2018
S01E47 - What is Quantum Tunneling, Exactly?
9 octobre 2018
S01E48 - Cantor's Infinity Paradox | Set Theory
26 octobre 2018
S01E49 - An Alternative Proof That The Real Numbers Are…
31 octobre 2018
S01E50 - How Does The Internet Work? An Epic Quest...
1 décembre 2018
S01E51 - How Will Self-Driving Cars Make Moral Decisions?
22 décembre 2018
S01E52 - Imaginary Numbers Are Just Regular Numbers
18 janvier 2019
S01E53 - How Quantum Physics Helps Chameleons Find Love ?
6 février 2019
S01E54 - Lagrangian Mechanics - A beautiful way to look at…
11 mars 2019
S01E55 - Russell's Paradox - A Ripple in the Foundations…
25 mars 2019
S01E56 - The Raven Paradox - A Hiccup in the Scientific…
10 mai 2019
S01E57 - Up and Atom Live Stream
20 mai 2019
S01E58 - 100K Subscriber LiveStream Q&A
20 mai 2019
S01E59 - Braess's Paradox - Equilibria Gone Wild
2 juin 2019
S01E60 - Moravec's Paradox - Why are machines so smart,…
8 juillet 2019
S01E61 - Boltzmann Brains - Why The Universe is Most…
21 juillet 2019
S01E62 - The Conservation of Momentum Explained Simply
2 août 2019
S01E63 - The Anthropic Principle - How Your Existence…
16 octobre 2019
S01E64 - Your *Personal* Guide To The MULTIVERSE?✨
21 novembre 2019
S01E65 - Can You Solve This Astronomical Riddle?
6 décembre 2019
S01E66 - What is The Quantum Wave Function, Exactly?
12 décembre 2019
S01E67 - P vs. NP - The Biggest Unsolved Problem in…
21 janvier 2020
S01E68 - January Livestream
1 février 2020
S01E69 - Turing Machines - How Computer Science Was…
4 février 2020
S01E70 - Quantum Biology [Part 1] - How Plants Use Quantum…
17 février 2020
S01E71 - Quantum Biology [Part 3] - How Birds (Might)…
13 mars 2020
S01E72 - An Argument Against Reality - Why You Can't Trust…
16 mars 2020
S01E73 - How to Predict the Spread of Epidemics |…
20 mars 2020
S01E74 - Why We Might Use Different Numbers in the Future
18 avril 2020
S01E75 - Aristotle's Wheel Paradox - To Infinity and Beyond
11 juin 2020
S01E76 - The Physics of Self-Replication and Nanotechnology
6 août 2020
S01E77 - Brownian Motion - The Physics of Randomness
2 novembre 2020
S01E78 - 3 Paradoxes That Gave Us Calculus
10 décembre 2020
S01E79 - The Dark Sky Paradox - A Never-Ending Universe
5 février 2021
S01E80 - An Infinity Paradox - How Many Balls Are In The…
8 mars 2021
S01E81 - The Faint Young Sun Paradox
28 avril 2021
S01E82 - Berry's Paradox - An Algorithm For Truth
28 juillet 2021
S01E83 - This Object has Infinite Surface Area, but Finite…
24 septembre 2021
S01E84 - UP AND ATOM MERCHANDISE
22 octobre 2021
S01E85 - This Paradox Proves Einstein's Special Relativity
17 décembre 2021
S01E86 - Why Time Actually Flows Both Ways
11 mars 2022
S01E87 - Zero Knowledge Proofs
30 mars 2022
S01E88 - The Fourier Series and Fourier Transform…
30 juin 2022
S01E89 - Why Pure Information Gives Off Heat
29 juillet 2022
S01E90 - How do you know that you know what you know?
4 août 2022
S01E91 - The Gambler's Fallacy is Really Odd
24 août 2022
S01E92 - What COVID Revealed About Science
31 août 2022
S01E93 - Why it took 379 pages to prove 1+1=2
20 octobre 2022
S01E94 - Why the number 0 was banned for 1500 years
24 novembre 2022
S01E95 - The Impossible Power of This Simple Math Proof
22 janvier 2023
S01E96 - Paradox of the drunken man
4 février 2023
S01E97 - The two envelopes paradox (part 1)
20 février 2023
S01E98 - The two envelopes paradox (part 2)
20 février 2023
S01E99 - Q&A with Jade! My struggles with physics, how I…
26 février 2023
S01E100 - NP-COMPLETENESS - The Secret Link Between…
31 mars 2023
S01E101 - Breakthrough in mathematics! The einstein tile
2 mai 2023
S01E102 - Breakthrough in physics! Quantum energy…
4 mai 2023
S01E103 - 20-year-old math problem SOLVED! The packing…
5 mai 2023
S01E104 - How to make an einstein tile
6 mai 2023
S01E105 - Richard’s paradox
8 mai 2023
S01E106 - First non repeating pattern ever - Wang tiles
14 mai 2023
S01E107 - Biggest Schrödinger’s cat experiment ever
20 mai 2023
S01E108 - What's The Largest Sofa That Can Fit Around a…
25 mai 2023
S01E109 - 30 year-old math problem SOLVED
12 juin 2023
S01E110 - 270-year-old math problem SOLVED! Grazing goat…
14 juin 2023
S01E111 - How This One Question Breaks Computers
21 juin 2023
S01E112 - Mystery math genius Cleo
22 juin 2023
S01E113 - AI plays hide and seek
25 juin 2023
S01E114 - We’ve squared the circle
30 juin 2023

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