0:37
bayes optimization (w/ caps) #maths #statistics #datascience #machinelearning
DataMListic
1:25
lagrange multipliers #maths #statistics #machinelearning #datascience
1:32
ELBO derivation #maths #machinelearning #datascience #statistics
1:37
gps - kernel functiona #maths #statistics #machinelearning #datascience
1:28
gp - prior and posterior #maths #statistics #datascience #machinelearning
1:23
gaussian processes #maths #datascience #machinelearning #statistics
2:07
dof - mean and residuals #maths #statistics #datascience
1:24
central limit theorem #maths #statistics #datascience
1:12
degrees of freedom #maths #statistics #machinelearning #datascience
1:57
forward-backward algorithm #machinelearning #datascience #statistics #ml
0:45
types of z-tests #statistics #mathematics #datascience
1:35
gamma function #mathematics #maths #statistics #datascience
1:09
t-SNE - explained #machinelearning #datascience #statistics #deeplearning
1:29
hierarchical navigable small worlds #machinelearning #datascience #computerscience
0:57
kernel trick (w/ caps) #machinelearning #datascience #statistics
variational inference intro #machinelearning #datascience #statistics
vector database search #machinelearning #datascience #computerscience
1:02
curse of dimensionality (w/ caps) #machinelearning #datascience
0:59
Recommender Systems - Issues&Fixes #machinelearning #datascience #statistics
0:53
Weights Initialization #machinelearning #datascience
1:41
Cross-Entropy #machinelearning #datascience
0:44
Dropout in Neural Networks #machinelearning #datascience #shorts
1:07
Degrees of Freedom in the t-Distribution #machinelearning #datascience #shorts
Matrix Factorization in Recommender Systems (w/ caps) #machinelearning #datascience #computerscience
0:30
Graph Neural Network Tasks #machinelearning #datascience #deeplearning
0:50
Collaborative Filtering - Explained (w/ caps) #machinelearning #datascience #computerscience
0:58
The Viterbi Algorithm - Explained (w/ caps) #machinelearning #datascience #statistics
1:06
Content-Based Recommender Systems (w/ caps) #datascience #machinelearning
1:15
Markov Chains - Explained (w/ caps) #maths #statistics #machinelearning #datascience
Why L1 regularization produces sparse weights (w/ caps) #machinelearning #datascience #deeplearning
1:47
Kernel Trick - Non-linear transformations #machinelearning #datascience #statistics #dataanlysis
1:38
Bayesian Optimization - Intro #datascience #statistics #machinelearning #dataanlysis #maths
1:00
Overfitting vs Underfitting (w/ caps) #datascience #dataanlysis #statistics #machinelearning
Confidence intervals (w/ caps) #datascience #probabilities #statistics #machinelearning #maths
0:56
t-test vs z-test (w/ caps) #datascience #machinelearning #statistics #mathematics #maths
0:38
Why regularization works (w/ caps) #machinelearning #datascience #statistics #deeplearning
0:54
L1 vs L2 regularizations (w/ caps) #machinelearning #datascience #statistics #deeplearning
Poisson Distribution - Explained (w/ caps) #maths #dataanlysis #machinelearning #statistics
Dependent t-test (w/ caps) #maths #dataanlysis #machinelearning #statistics #datascience
Independent t-Test (w/ caps) #statistics #datascience #maths #dataanlysis #machinelearning
Covariance Matrix - Explained (w/ caps) #datascience #dataanlysis #statistics #maths #ml
Joint, Marginal and Conditional Probabilities - Explained (w/ caps) #datascience #maths #statistics
Least Squares vs Maximum Likelihood (w/ caps) #datascience #machinelearning #statistics #maths
0:43
HNSW - Explained (w/ caps) #machinelearning #datascience #dataengineering #computerscience
Singular Value Decomposition (w/ caps) #maths #mathematics #datascience #machinelearning #statistics
0:51
The BLEU Score (w/ caps) #datascience #machinelearning #dataanlysis #statistics #nlp #summarization
The BART Model - Explained(w/ caps) #datascience #machinelearning #transformers #bert #gpt #nlp
1:01
Sliding Window Attention (w/ caps) #machinelearning #datascience #deeplearning #nlp #gpt #chatgpt
The Hungarian Algorithm (w/ caps) #datascience #machinelearning #computervision #algorithms
YOLO - Explained (w/ caps) #datascience #machinelearning #computervision #deeplearning
0:49
BPE Tokenizer (w/ caps) #datascience #machinelearning #statistics #nlp #deeplearning
Grid vs Random Search (w/ caps) #datascience #machinelearning #dataanlysis #statistics
0:48
Faster RCNN (w/ caps) #datascience #machinelearning #computervision #deeplearning #ai
Fast RCNN - Explained (w/ caps) #datascience #deeplearning #machinelearning #neuralnetworks
RCNN - Explained (w/ caps) #datascience #machinelearning #deeplearning #computervision
Spearman Correlation (w/ caps) #datascience #machinelearning #statistics #datanalytics
0:55
Greedy vs Random Sampling #machinelearning #datascience #deeplearning #nlp #dataanlysis
Covariance - Explained (w/ caps) #datascience #machinelearning #statistics #dataanlysis #maths
KL Divergence (w/ caps) #datascience #machinelearning #dataanlysis #statistics
Eigendecomposition (w/ caps) #datascience #statistics #machinelearning #mathematics #maths
Attention Mechanism Variations (w/ caps) #machinelearning #datascience #deeplearning #llm #nlp
P-Values - Explained (w/ caps) #datascience #machinelearning #statistics #mathematics
ReLU Variations (w/ caps) #datascience #machinelearning #statistics #deeplearning #neuralnetworks
0:46
Estimated Calibration Error (w/ caps) #datascience #machinelearning #statistics #dataanlysis
0:52
Self-Attention (w/ caps) #datascience #machinelearning #deeplearning #transformers #chatgpt #llm
0:47
MFCC - Explained (w/ caps) #datascience #machinelearning #dataanlysis #statistics #signalprocessing
LoRa - Explained (w/ caps) #datascience #machinelearning #dataanlysis #neuralnetworks
Brier Score - Explained (w/ caps) #datascience #machinelearning #dataanlysis #statistics #maths
Covariance vs Correlation (w/ caps) #datascience #machinelearning #dataanlysis #statistics #maths
MSE in Classification? (w/ caps) #datascience #machinelearning #dataanalytics #statistics #maths
Object Detection (w/ caps) #datascience #machinelearning #computervision #deeplearning
AdamW - Explained (w/ caps) #datascience #machinelearning #dataanlysis #deeplearning #neuralnetworks
TF-IDF Explained (w/ caps) #datascience #machinelearning #statistics #nlp #ml #ds
XGBoost - Explained (w/ caps) #datascience #machinelearning #statistics #datanalytics #mathematics
Naive Bayes - Explained (w/ caps) #datascience #machinelearning #statistics #datanalytics #ml #ds
Batch Normalization (w/ caps) #datascience #machinelearning #deeplearning #neuralnetworks
Gradient Boosting (w/ caps) - Explained #datascience #dataanlysis #machinelearning #ml #ai #xgboost
ResNet Explained (w/ caps) #datascience #machinelearning #neuralnetworks #deeplearning #ml #ai
GMM (w/ caps) #datascience #machinelearning #dataanlysis #maths #statistics
Why we build deep neural nets (w/ caps) #machinelearning #datascience #deeplearning #neuralnetworks
Feature Normalization (w/ caps) #datascience #machinelearning #statistics #mathematics #maths #stats
0:26
Neural Networks on Tabular Data (w/ caps) #datascience #machinelearning #statistics #deeplearning
ROC Curve - Explained (w/ caps) #machinelearning #datascience #statistics #maths #stats
Bessel's Correction (w/ caps) #datascience #machinelearning #statistics #mathematics #maths #stats
Bagging vs Boosting (w/ caps) #datascience #machinelearning #statistics #maths #ml #mathematics
Fourier Series (w/ caps) #mathematics #maths #datascience #spectral #complexanalysis
Gaussian Distribution (w/ caps) #datascience #machinelearning #mathematics #maths #statistics
Bias-Variance Trade-Off (w/ caps) #datascience #machinelearning #statistics #maths
