rhasanbd/Data-Scientist-s-Handbook-1

Gaussian-Mixture-Model-Powerful-Tool-for-Clustering-Anomaly-Detection-Data-Generation

Convolutional-Neural-Networks

K-Nearest-Neighbors-Learning-Without-Learning

Anomaly-Detection-LOF-IsolationForest-FactMCD-GMM

MNIST-CIFAR-10-An-Analysis-of-True-Living-Dimension

Efficient-Methodology-for-Deep-Learning

Support-Vector-Machine-Beginners-Survival-Kit

Local-Outlier-Factor-Effective-Technique-for-Ranking-Outliers

Topic-Modeling-Latent-Dirichlet-Allocation

Word-Embedding-by-Word2vec

Linear-Regression-Extensive-Adventure

Distance-Metrics-Euclidean-vs-Mahalanobis

Maximum-Likelihood-Estimation

Clustering-K-Means-All-You-Care-About

Artificial-Neural-Network-Back-to-Basics

Text-Analytics-Beginners-Toolbox

DBSCAN-Density-Based-Clustering-Anomaly-Detection

Naive-Bayes-Non-Linear-Classifier

Market-Basket-Analysis

Smooth-Taste-of-Keras--Journey-Through-MLPs

The-Art-And-Science-Of-Training-Deep-Neural-Networks

Naive-Bayes-Algorithms-Foray-Into-Text-Classification

Learn-Generalizable-Representations-using-Siamese-Network

Python-Function-Arguments-OOP

CNN-Image-Classification-Tricks-of-the-Trade

Neighbourhood-Components-Analysis-NCA-Method

Isolation-Forest-Anomaly-Detection

Pandas-Very-Brief-Introduction-for-Data-Exploration

Instructions-Getting-Started-With-Essential-Python-Libraries

NumPy-Multiplication-Array-Broadcasting

Linear-Regression-Understanding-Closed-Form-Solution

Data-Scientist-s-Handbook-3