100

Avik-Jain

FAQ

• • k(k-NN)
  • (SVM)
• • K-

| 1

| 2

| 3

| 4

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githubMarkdown

| 6

K(k-NN) | 7

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Saishruthi Swaminathan

(SVM) | 9

SVM

K | 10

SVMknn

K(k-NN) | 11

K(k-NN)

(SVM) | 12

(SVM) | 13

SVM

(SVM) | 14

SVMScikit-Learnscikit-learnSVCkernel-trickPython,Jupyter notebook

(Naive Bayes Classifier)(Black Box Machine Learning) | 15

Bloomberg

| 16

Scikit-LearnSVM

Coursera | 17

112

Coursera | 18

1Python

Yaser Abu-Mostafa | 19

Yaser Abu-MostafaCaltech-CS1561

2 | 20

1

| 21

Beautiful Soup

? | 22

Yaser Abu-MostafaCaltech-CS1562Hoeffding

| 23

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Bloomberg ML3

| 25

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YouTube3Blue1Brown4

B

| 27

4

B

| 28

3

B

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1214

B

| 30

YouTube3

B

| 31

2

B

| 32

4

B

| 33

| 34

| 1 | 35

Youtube3Blue1Brown

B

| 2 | 36

Youtube3Blue1Brown2169.

B

| 3 | 37

Youtube3Blue1Brown3

B

| 4 | 38

Youtube3Blue1Brown3

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1 | PythonTensorFlowKeras | 39

notebook

2 | PythonTensorFlowKeras | 40

notebook

3 | PythonTensorFlowKeras | 41

notebook

4 | PythonTensorFlowKeras | 42

notebook

K- | 43

K-

K- | 44

| NUMPY | 45

JK VanderPlasPythonPython Data Science HandBookJupyter notebooks
pdf
2NumPy

2 NumPy
2.1 Python
2.2 NumPy
2.3 NumPy

| NUMPY | 46

2 ,

2.4
2.5
2.6

| NUMPY | 47

2

2.7
2.8
2.9 NumPy

| PANDAS | 48

3Pandas
Pandas

3 Pandas
3.1 Pandas
3.2
3.3 Pandas
3.4
3.5
3.6 ConCatAppend

| PANDAS | 49

3-

3.7
3.8
3.9

| PANDAS | 50

3

3.10
3.11
3.12 Pandaseval()query()

| MATPLOTLIB | 51

4Matplotlib
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4 Matplotlib
4.1
4.2
4.3
4.4

| MATPLOTLIB | 52

4Matplotlib


4.5
4.6
4.7
4.8
4.9

| MATPLOTLIB | 53

4Matplotlib

4.12

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