mathematicalmonk

@UCcAtD_VYwcYwVbTdvArsm7w - 93.3K subscribers

Videos about math, at the graduate level or upper-level undergraduate. Tools I use to produce these videos: - Wacom Bamboo Fun tablet - medium size (~$150 pen tablet) - SmoothDraw 3.2.7 (free drawing program) - HyperCam 2 (free screen capture program) - Sennheiser ME 3-ew (~$125 headset microphone)

Home Videos Live Playlists

(ML 2.5) Generalizations for trees (CART)

(ML 2.5) Generalizations for trees (CART) mathematicalmonk

35K views - 12 years ago

(ML 2.4) Growing a classification tree (CART)

(ML 2.4) Growing a classification tree (CART) mathematicalmonk

37.7K views - 12 years ago

(IC 5.14) Finite-precision arithmetic coding - Decoder

(IC 5.14) Finite-precision arithmetic coding - Decoder mathematicalmonk

10K views - 14 years ago

(IC 5.13) Finite-precision arithmetic coding - Encoder

(IC 5.13) Finite-precision arithmetic coding - Encoder mathematicalmonk

6.7K views - 14 years ago

(IC 5.12) Finite-precision arithmetic coding - Setup

(IC 5.12) Finite-precision arithmetic coding - Setup mathematicalmonk

6.9K views - 14 years ago

(IC 5.11) Finite-precision arithmetic coding - Rescaling

(IC 5.11) Finite-precision arithmetic coding - Rescaling mathematicalmonk

6.8K views - 14 years ago

(IC 5.10) Generalizing arithmetic coding to non-i.i.d. models

(IC 5.10) Generalizing arithmetic coding to non-i.i.d. models mathematicalmonk

4K views - 14 years ago

(IC 5.9) Computational complexity of arithmetic coding

(IC 5.9) Computational complexity of arithmetic coding mathematicalmonk

5.8K views - 14 years ago

(IC 5.8) Near optimality of arithmetic coding

(IC 5.8) Near optimality of arithmetic coding mathematicalmonk

4K views - 14 years ago

(IC 5.7) Decoder for arithmetic coding (infinite-precision)

(IC 5.7) Decoder for arithmetic coding (infinite-precision) mathematicalmonk

7.9K views - 14 years ago

(IC 5.4) Why the interval needs to be completely contained

(IC 5.4) Why the interval needs to be completely contained mathematicalmonk

6.6K views - 14 years ago

(IC 5.6) Encoder for arithmetic coding (infinite-precision)

(IC 5.6) Encoder for arithmetic coding (infinite-precision) mathematicalmonk

8.1K views - 14 years ago

(IC 5.5) Rescaling operations for arithmetic coding

(IC 5.5) Rescaling operations for arithmetic coding mathematicalmonk

9K views - 14 years ago

(IC 5.3) Arithmetic coding - Example #2

(IC 5.3) Arithmetic coding - Example #2 mathematicalmonk

19.2K views - 14 years ago

(IC 5.2) Arithmetic coding - Example #1

(IC 5.2) Arithmetic coding - Example #1 mathematicalmonk

90.2K views - 14 years ago

(IC 5.1) Arithmetic coding - introduction

(IC 5.1) Arithmetic coding - introduction mathematicalmonk

66.7K views - 14 years ago

(IC 4.12) Optimality of Huffman codes (part 7) - existence

(IC 4.12) Optimality of Huffman codes (part 7) - existence mathematicalmonk

1.9K views - 14 years ago

(IC 4.13) Not every optimal prefix code is Huffman

(IC 4.13) Not every optimal prefix code is Huffman mathematicalmonk

3.3K views - 14 years ago

(IC 4.11) Optimality of Huffman codes (part 6) - induction

(IC 4.11) Optimality of Huffman codes (part 6) - induction mathematicalmonk

2.8K views - 14 years ago

(IC 4.10) Optimality of Huffman codes (part 5) - extension lemma

(IC 4.10) Optimality of Huffman codes (part 5) - extension lemma mathematicalmonk

2.2K views - 14 years ago

(IC 4.9) Optimality of Huffman codes (part 4) - extension and contraction

(IC 4.9) Optimality of Huffman codes (part 4) - extension and contraction mathematicalmonk

2K views - 14 years ago

(IC 4.8) Optimality of Huffman codes (part 3) - sibling codes

(IC 4.8) Optimality of Huffman codes (part 3) - sibling codes mathematicalmonk

1.9K views - 14 years ago

(IC 4.7) Optimality of Huffman codes (part 2) - weak siblings

(IC 4.7) Optimality of Huffman codes (part 2) - weak siblings mathematicalmonk

2.9K views - 14 years ago

(IC 4.6) Optimality of Huffman codes (part 1) - inverse ordering

(IC 4.6) Optimality of Huffman codes (part 1) - inverse ordering mathematicalmonk

5.8K views - 14 years ago

(IC 4.5) An issue with Huffman coding

(IC 4.5) An issue with Huffman coding mathematicalmonk

4K views - 14 years ago

(IC 4.4) Weighted minimization with Huffman coding

(IC 4.4) Weighted minimization with Huffman coding mathematicalmonk

4.2K views - 14 years ago

(IC 4.3) B-ary Huffman codes

(IC 4.3) B-ary Huffman codes mathematicalmonk

10.7K views - 14 years ago

(IC 4.2) Huffman coding - more examples

(IC 4.2) Huffman coding - more examples mathematicalmonk

20.4K views - 14 years ago

(IC 4.1) Huffman coding - introduction and example

(IC 4.1) Huffman coding - introduction and example mathematicalmonk

119.6K views - 14 years ago

(IC 3.10) Relative entropy as the mismatch inefficiency

(IC 3.10) Relative entropy as the mismatch inefficiency mathematicalmonk

5.5K views - 14 years ago

(IC 3.9) Source coding theorem (optimal lossless compression)

(IC 3.9) Source coding theorem (optimal lossless compression) mathematicalmonk

12.4K views - 14 years ago

(IC 3.8) Entropy of i.i.d. random variables

(IC 3.8) Entropy of i.i.d. random variables mathematicalmonk

5.3K views - 14 years ago

(IC 3.7) Block codes for compression

(IC 3.7) Block codes for compression mathematicalmonk

4.7K views - 14 years ago

(IC 3.6) Example - entropy as a lower bound

(IC 3.6) Example - entropy as a lower bound mathematicalmonk

3.5K views - 14 years ago

(IC 3.5) Bounds on optimal expected length

(IC 3.5) Bounds on optimal expected length mathematicalmonk

4K views - 14 years ago

(IC 3.4) Remark - an alternate proof

(IC 3.4) Remark - an alternate proof mathematicalmonk

2.5K views - 14 years ago

(IC 3.3) Entropy as a lower bound on expected length (part 3)

(IC 3.3) Entropy as a lower bound on expected length (part 3) mathematicalmonk

3.5K views - 14 years ago

(IC 3.2) Entropy as a lower bound on expected length (part 2)

(IC 3.2) Entropy as a lower bound on expected length (part 2) mathematicalmonk

4.2K views - 14 years ago

(IC 3.1) Entropy as a lower bound on expected length (part 1)

(IC 3.1) Entropy as a lower bound on expected length (part 1) mathematicalmonk

8.7K views - 14 years ago

(IC 2.11) Kraft-McMillan - proof sketch for (b)

(IC 2.11) Kraft-McMillan - proof sketch for (b) mathematicalmonk

4.6K views - 14 years ago

(IC 2.10) Kraft-McMillan - examples for (b)

(IC 2.10) Kraft-McMillan - examples for (b) mathematicalmonk

5.9K views - 14 years ago

(IC 2.9) Kraft-McMillan - proof of (a)

(IC 2.9) Kraft-McMillan - proof of (a) mathematicalmonk

12K views - 14 years ago

(IC 2.8) Kraft-McMillan inequality - statement

(IC 2.8) Kraft-McMillan inequality - statement mathematicalmonk

33K views - 14 years ago

(IC 2.7) Expected codeword length

(IC 2.7) Expected codeword length mathematicalmonk

8.8K views - 14 years ago

(IC 2.6) Prefix codes - remarks and what's next

(IC 2.6) Prefix codes - remarks and what's next mathematicalmonk

6.2K views - 14 years ago

(IC 2.5) Prefix codes

(IC 2.5) Prefix codes mathematicalmonk

30.3K views - 14 years ago

(IC 2.4) Decoding - prefix versus non-prefix

(IC 2.4) Decoding - prefix versus non-prefix mathematicalmonk

8K views - 14 years ago

(IC 2.3) Symbol codes - definition and examples

(IC 2.3) Symbol codes - definition and examples mathematicalmonk

8.9K views - 14 years ago

(IC 2.2) Symbol codes - terminology and notation

(IC 2.2) Symbol codes - terminology and notation mathematicalmonk

9.5K views - 14 years ago

(IC 2.1) A puzzle on weighing coins

(IC 2.1) A puzzle on weighing coins mathematicalmonk

15.5K views - 14 years ago

(IC 1.5) Examples of source-encoder-channel pipelines

(IC 1.5) Examples of source-encoder-channel pipelines mathematicalmonk

9.3K views - 14 years ago

(IC 1.6) A different notion of "information"

(IC 1.6) A different notion of "information" mathematicalmonk

8.2K views - 14 years ago

(IC 1.4) Source-channel separation

(IC 1.4) Source-channel separation mathematicalmonk

14.6K views - 14 years ago

(IC 1.2) Applications of Compression codes

(IC 1.2) Applications of Compression codes mathematicalmonk

16K views - 14 years ago

(IC 1.3) Applications of Error-correcting codes

(IC 1.3) Applications of Error-correcting codes mathematicalmonk

16.8K views - 14 years ago

(IC 1.1) Information theory and Coding - Outline of topics

(IC 1.1) Information theory and Coding - Outline of topics mathematicalmonk

80.6K views - 14 years ago

(ML 17.5) Importance sampling - introduction

(ML 17.5) Importance sampling - introduction mathematicalmonk

73.9K views - 14 years ago

(ML 19.11) GP regression - model and inference

(ML 19.11) GP regression - model and inference mathematicalmonk

20.3K views - 14 years ago

(ML 19.10) GP regression - the key step

(ML 19.10) GP regression - the key step mathematicalmonk

18.4K views - 14 years ago

(ML 19.9) GP regression - introduction

(ML 19.9) GP regression - introduction mathematicalmonk

32.6K views - 14 years ago