Contents
2-sample test
Hypothesis Testing • Jun 15, 2020
anova
Hypothesis Testing • Jun 15, 2020
Basics
Basics of Natural Language Processing • Mar 10, 2020
Batchnorm
Normalization for Better Generalization and Faster Training • Jun 20, 2020
bernoulli
Probability Distributions and use cases • Jun 5, 2020
binomial
Probability Distributions and use cases • Jun 5, 2020
Bootstrapping
Foundations to inference Statistics • Jun 7, 2020
bow
Basic Feature Extraction Methods • Mar 13, 2020
CI
Foundations to inference Statistics • Jun 7, 2020
classification
Summary - Logistic Regression Algorithm • Aug 11, 2020
CLT
Foundations to inference Statistics • Jun 7, 2020
Confidence Interval
Foundations to inference Statistics • Jun 7, 2020
Debugging NN
Effective Training and Debugging of a Neural Networks • Feb 3, 2020
distribution
Probability Distributions and use cases • Jun 5, 2020
fasttext
Advanced Feature Extraction from Text • Mar 16, 2020
Advanced Feature Extraction from Text • Mar 16, 2020
Basic Feature Extraction Methods • Mar 13, 2020
Geometric
Probability Distributions and use cases • Jun 5, 2020
hashing vectorizer
Basic Feature Extraction Methods • Mar 13, 2020
Hypothesis testing
Hypothesis Testing • Jun 15, 2020
KNN
Summary - KNN Algorithm • Aug 10, 2020
layernorm
Normalization for Better Generalization and Faster Training • Jun 20, 2020
Logistic Regression
Summary - Logistic Regression Algorithm • Aug 11, 2020
lognormal
Probability Distributions and use cases • Jun 5, 2020
Neural Network
Effective Training and Debugging of a Neural Networks • Feb 3, 2020
NLP
Normalization for Better Generalization and Faster Training • Jun 20, 2020
Advanced Feature Extraction from Text • Mar 16, 2020
Basic Feature Extraction Methods • Mar 13, 2020
Basics of Natural Language Processing • Mar 10, 2020
normal
Probability Distributions and use cases • Jun 5, 2020
normalization
Normalization for Better Generalization and Faster Training • Jun 20, 2020
null hypothesis
Hypothesis Testing • Jun 15, 2020
one-sample-test
Hypothesis Testing • Jun 15, 2020
overfit
Effective Training and Debugging of a Neural Networks • Feb 3, 2020
p-value
Hypothesis Testing • Jun 15, 2020
pipeline
Basics of Natural Language Processing • Mar 10, 2020
poission
Probability Distributions and use cases • Jun 5, 2020
probability
Probability Distributions and use cases • Jun 5, 2020
sampling
Foundations to inference Statistics • Jun 7, 2020
t-distribution
Foundations to inference Statistics • Jun 7, 2020
text cleaning
Basics of Natural Language Processing • Mar 10, 2020
tfidf
Basic Feature Extraction Methods • Mar 13, 2020
Tokenization
Basics of Natural Language Processing • Mar 10, 2020
underfit
Effective Training and Debugging of a Neural Networks • Feb 3, 2020
word2vec
Advanced Feature Extraction from Text • Mar 16, 2020
z-distribution
Foundations to inference Statistics • Jun 7, 2020