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Repo to store code for #66DaysOfData challenge by Ken Jee. Includes notebooks and code for different concepts and technologies in data science for learning purposes.

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Name		Name	Last commit message	Last commit date
Latest commit History 57 Commits
Data		Data
Day 1		Day 1
Day 10		Day 10
Day 11		Day 11
Day 12		Day 12
Day 13		Day 13
Day 14		Day 14
Day 15		Day 15
Day 16		Day 16
Day 17		Day 17
Day 18		Day 18
Day 19		Day 19
Day 2		Day 2
Day 20		Day 20
Day 21		Day 21
Day 22		Day 22
Day 23		Day 23
Day 24		Day 24
Day 25		Day 25
Day 3 and 4		Day 3 and 4
Day 5		Day 5
Day 6/app		Day 6/app
Day 7		Day 7
Day 8		Day 8
Day 9		Day 9
.gitignore		.gitignore
README.md		README.md

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66DaysOfData

Repo to store code for #66DaysOfData challenge.

Day 1

Affine Transformations

Day 2

Probability Calibration

Day 3 and 4

Text Generation

Day 5

Plotly Basics

Day 6

Python using Docker

Day 7

Mask Detection using YOLOv3

Day 8

NLP using NLTK Book

Day 9

Isolation Forest for Outlier detection

Day 10

PCA using Linear Algebra

Day 11

Dimensionality Reduction using sklearn

Day 12

Filter and Feature map visualization for CNNs

Day 13

Model subclassing using Keras

Day 14

Face and Eye detection using OpenCV

Day 15

Contour detection using OpenCV

Day 16

Kernel Density Estimation

Day 17

Image Segmentation using KMeans

Day 18

Deep Convolutional Generative Adversarial Network on MNIST dataset

Day 19

Hierarchical Agglomerative Clustering

Day 20

Feature Scaling using sklearn

Day 21

Silhouette analysis for KMeans clusters

Day 22

Color Correction using Histogram Manipulation

Day 23

High Pass and Low Pass filter using Fast Fourier transform

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Repo to store code for #66DaysOfData challenge by Ken Jee. Includes notebooks and code for different concepts and technologies in data science for learning purposes.

python nlp docker opencv machine-learning deep-learning tensorflow sklearn plotly image-processing text-generation python3 nltk affine-transformation calibration-curve yolov3 66daysofdata

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