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Computerphile - S2020E32 - Slopes of Machine Learning
 

Computerphile season 2020 episode 32

Slopes of Machine Learning

 
Coding Partial Derivatives in Python is a good way to understand what Machine Learning "secret sauce" has to do. Professor Thorsten Altenkirch explains what it means, and then demos in Python.
 
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Computerphile / S2020E32 : Slopes of Machine Learning
Season 2020, Episode 32 | Aired on June 26, 2020 | TV-G | 10 min. | YouTube
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EPISODES
Season 2020
Season 2020
Season 2020
Season 2024
Season 2023
Season 2022
Season 2021
Season 2020
Season 2019
Season 2018
Season 2017
Season 2016
Season 2015
Season 2014
Season 2013
Specials
 
 
  • Computerphile - Episode 1 - Regular Expressions
    Episode 1
    Regular Expressions
  • Computerphile - Episode 2 - Gaming Museum
    Episode 2
    Gaming Museum
  • Computerphile - Episode 3 - Email Endianness Problems
    Episode 3
    Email Endianness Problems
  • Computerphile - Episode 4 - Hello World on Sega Megadrive
    Episode 4
    Hello World on Sega Megadrive
  • Computerphile - Episode 5 - Using Regular Expressions
    Episode 5
    Using Regular Expressions
  • Computerphile - Episode 6 - AI Safety Gym
    Episode 6
    AI Safety Gym
  • Computerphile - Episode 7 - Functional Parsing
    Episode 7
    Functional Parsing
  • Computerphile - Episode 8 - Multi-Dimensional Data (as used in Tensors)
    Episode 8
    Multi-Dimensional Data (as used in Tensors)
  • Computerphile - Episode 9 - Python Sudoku Solver
    Episode 9
    Python Sudoku Solver
  • Computerphile - Episode 10 - How Autofocus Works
    Episode 10
    How Autofocus Works
  • Computerphile - Episode 11 - Feistel Cipher
    Episode 11
    Feistel Cipher
  • Computerphile - Episode 12 - RegEx Roman Numerals
    Episode 12
    RegEx Roman Numerals
  • Computerphile - Episode 13 - Coding Trees in Python
    Episode 13
    Coding Trees in Python
  • Computerphile - Episode 14 - Nintendo NES FamiCom Creator
    Episode 14
    Nintendo NES FamiCom Creator
  • Computerphile - Episode 15 - 128 Bit or 256 Bit Encryption?
    Episode 15
    128 Bit or 256 Bit Encryption?
  • Computerphile - Episode 16 - Why My Computer Wants to Forget (How Dynamic Memory Works)
    Episode 16
    Why My Computer Wants to Forget (How Dynamic Memory Works)
  • Computerphile - Episode 17 - VPN & Remote Working
    Episode 17
    VPN & Remote Working
  • Computerphile - Episode 18 - Curried Functions
    Episode 18
    Curried Functions
  • Computerphile - Episode 19 - Taming Kerberos
    Episode 19
    Taming Kerberos
  • Computerphile - Episode 20 - TCP Meltdown
    Episode 20
    TCP Meltdown
  • Computerphile - Episode 21 - 50 Years of Computer Science: Professor Brailsford Q&A
    Episode 21
    50 Years of Computer Science: Professor Brailsford Q&A
  • Computerphile - Episode 22 - Contact Tracing Technology
    Episode 22
    Contact Tracing Technology
  • Computerphile - Episode 23 - The Joys of Updating & Upgrading
    Episode 23
    The Joys of Updating & Upgrading
  • Computerphile - Episode 24 - The Video Conferencing Problem
    Episode 24
    The Video Conferencing Problem
  • Computerphile - Episode 25 - Modes of Operation
    Episode 25
    Modes of Operation
  • Computerphile - Episode 26 - Tail Recursion Explained
    Episode 26
    Tail Recursion Explained
  • Computerphile - Episode 27 - ALGOL 60 at 60
    Episode 27
    ALGOL 60 at 60
  • Computerphile - Episode 28 - Pong, Python & Pygame 00
    Episode 28
    Pong, Python & Pygame 00
  • Computerphile - Episode 29 - Pong, Python & PyGame 01
    Episode 29
    Pong, Python & PyGame 01
  • Computerphile - Episode 30 - Pong, Python & Pygame 10
    Episode 30
    Pong, Python & Pygame 10
  • Computerphile - Episode 31 - Pong, Python & PyGame 11
    Episode 31
    Pong, Python & PyGame 11
  • Computerphile - Episode 32 - Slopes of Machine Learning
    Episode 32
    Slopes of Machine Learning
  • Computerphile - Episode 33 - GPT3: An Even Bigger Language Model
    Episode 33
    GPT3: An Even Bigger Language Model
  • Computerphile - Episode 34 - How DNS Works
    Episode 34
    How DNS Works
  • Computerphile - Episode 35 - How eBooks Work
    Episode 35
    How eBooks Work
  • Computerphile - Episode 36 - DNS Cache Poisoning
    Episode 36
    DNS Cache Poisoning
  • Computerphile - Episode 37 - Real Programmers & Drum Memory
    Episode 37
    "Real" Programmers & Drum Memory
  • Computerphile - Episode 38 - Mike Pound Q&A
    Episode 38
    Mike Pound Q&A
  • Computerphile - Episode 39 - Pascal (Not Just Nickel & Dime)
    Episode 39
    Pascal (Not Just Nickel & Dime)
  • Computerphile - Episode 40 - What NOT to do: Self Modifying Code
    Episode 40
    What NOT to do: Self Modifying Code
  • Computerphile - Episode 41 - Laziness in Python
    Episode 41
    Laziness in Python
  • Computerphile - Episode 42 - 1111111111111111111111111111111 & Unix Epoch
    Episode 42
    1111111111111111111111111111111 & Unix Epoch
  • Computerphile - Episode 43 - Brain-Like (Neuromorphic) Computing
    Episode 43
    Brain-Like (Neuromorphic) Computing
  • Computerphile - Episode 44 - Enhancing Video Conferencing
    Episode 44
    Enhancing Video Conferencing
  • Computerphile - Episode 45 - ALGOL 68 Instead of Pascal?
    Episode 45
    ALGOL 68 Instead of Pascal?
  • Computerphile - Episode 46 - The Knapsack Problem & Genetic Algorithms
    Episode 46
    The Knapsack Problem & Genetic Algorithms
  • Computerphile - Episode 47 - Story of Mel
    Episode 47
    Story of Mel
  • Computerphile - Episode 48 - Facebook's Code Checker
    Episode 48
    Facebook's Code Checker
  • Computerphile - Episode 49 - Transport Layer Security (TLS)
    Episode 49
    Transport Layer Security (TLS)
  • Computerphile - Episode 50 - The First Internet Worm (Morris Worm)
    Episode 50
    The First Internet Worm (Morris Worm)
  • Computerphile - Episode 51 - TLS Handshake Explained
    Episode 51
    TLS Handshake Explained
  • Computerphile - Episode 52 - Random Boolean Networks
    Episode 52
    Random Boolean Networks
  • Computerphile - Episode 53 - Distance Vector Algorithm (Bellman Ford)
    Episode 53
    Distance Vector Algorithm (Bellman Ford)
  • Computerphile - Episode 54 - Program Correctness
    Episode 54
    Program Correctness
  • Computerphile - Episode 55 - RWALL (Remote Write to All)
    Episode 55
    RWALL (Remote Write to All)
  • Computerphile - Episode 56 - What are Digital Signatures?
    Episode 56
    What are Digital Signatures?
  • Computerphile - Episode 57 - Brute Forcing The Countdown Numbers Game
    Episode 57
    Brute Forcing The Countdown Numbers Game
  • Computerphile - Episode 58 - How the Computer Mouse Works
    Episode 58
    How the Computer Mouse Works
  • Computerphile - Episode 59 - ALOHAnet: Grandfather of All Computer Networks
    Episode 59
    ALOHAnet: Grandfather of All Computer Networks
 
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