| Date | Title | Categories |
|---|---|---|
| Mar 29, 2024 | TIL on 2024-03-29 about GAIQ | Audience, Conversion, Dimensional Explore, Dynamic, Event, Explore, GAIQ, Hold back, Metric, Trigger |
| Mar 28, 2024 | TIL on 2024-03-28 about GAIQ | Account, Analytics, Categorical Data, Data Modeling, Datastream, Dimension, Machine Learning & Automation, Metric, Metrics, Numerical Data, Pixel, Property, Stream, Tag, Variable |
| Mar 26, 2024 | TIL on 2024-03-26 about GAIQ | BigQuery, Dimension, Google Signals Data, ID Space, Metric, User-ID, cross-platform, event, properties, session |
| Feb 24, 2024 | TIL on SAT about SQL(1) | normalization, anomaly, normal form |
| Feb 24, 2024 | TIL on SAT about SQL(2) | SQL, DML, select, distinct, as, order by, DESC, where |
| Feb 23, 2024 | TIL on FRI about DLS | transfer learning, data synthesis, multi-task learning, end-to-end deep learning |
| Feb 23, 2024 | TIL on FRI about SQL | relationship, pairing, degree, cardinality, optional membership, attribute, domain, identifier |
| Feb 22, 2024 | TIL on THU about DLS | error analysis, setting goal, training-dev set, data mismatch |
| Feb 22, 2024 | TIL on 2024-02-22 about special_lecture | Allemment problem, Atlas, Boston Dynamics, Code as Policles, GPP, GPT, IHMC Nacila, Instmct, Mobile ALOHA, RT-2, Robot Transformer, Sementic Segmentation, Tesla, Unitree H, lext Detection |
| Feb 20, 2024 | TIL on TUE about DLS(1) | ML strategy, orthogonalization, evaluation metric, satisficing metric, optimizing metric, dev set, test set |
| Feb 20, 2024 | TIL on TUE about DLS(2) | orthogonalization, change metrics, human level performance, bayes optimal error, avoidable bias, variance, error analysis, improving model performance |
| Feb 20, 2024 | TIL on 2024-02-20 about special_lecture | data model, deep learning, example, formula, language model, machine learning, math, memorization, optimization, textbook, transformer, tuning, wikipedia |
| Feb 19, 2024 | TIL on MON about DLfromScratch | fully connected, affine, padding |
| Feb 19, 2024 | TIL on MON about DLS(1) | random hyperparameter tuning, coarse to fine, batch normalization, gamma, beta, batch norm, mini batch |
| Feb 19, 2024 | TIL on MON about DLS(2) | batch normalization, covariate shift, softmax, softmax |
| Feb 18, 2024 | TIL on SUN about DLfromScratch(book) | perceptron, activation, XOR, perceptron, neural network, activation function, step function, softmax, overflow, monotonic function, batch, optimization, RMSprop, AdaGrad, exponential moving average |
| Feb 18, 2024 | TIL on SUN about DLS | momentum, exponentially weighted average, RMSprop, Adam, bias correction, moment, learning rate dacay, local optima, saddle point, plateaus |
| Feb 17, 2024 | TIL on SAT about DLfromScratch(book) | Dynamic, init, instance, object, tensor |
| Feb 17, 2024 | TIL on SAT about DLS | bias correction, momentum |
| Feb 15, 2024 | TIL on THU about DLS | minibatch, SGD, stochastic gradient descent, exponentially weighted average, moving average |
| Jan 31, 2024 | TIL on WED about DLS | data augmentation, early stopping, normalizing, normalize, vanishing, exploding, random initialization, gradient checking |
| Jan 26, 2024 | TIL on FRI | train set, dev set, test set, bias, variance, underfitting, overfitting, bayes error, bigger network more data, regularization, L2 regularization, dropout regularization, inverted dropout technique, OOP, piping, chaining, dplyr, SQL, ggplot |
| Jan 25, 2024 | TIL on THU | R, RPA, Quarto |
| Jan 24, 2024 | TIL on WED | python, kernel, method, namespace, module, error message, escape, hashablility, set |
| Jan 23, 2024 | TIL on TUE | R, python, string, vector arithmetic, zip, enumerate, where |
| Jan 22, 2024 | TIL on MON | deep learning, deep neural networks, DNN, back propagation, forward propagation, matrix dimensions in DNN, hyperparameter |
| Jan 21, 2024 | TIL on SUN | deep learning, neural networks, activation, vectorizing, activation function, gradient descent, random initialization |
| Jan 19, 2024 | TIL on FRI | deep learning, back propagation, logistic regression, vectorization, SIMD, broadcasting, likelihood |
| Jan 18, 2024 | TIL on THU | R, python, vector, list, dictionary, vector arithmetic, list comprehension |
| Jan 17, 2024 | TIL on WED | machine learning, model, polynomial regression, overfitting, underfitting, k-fold cross-validation, deep learning, binary classification, logistic regression, sigmoid function, loss function, cost function, gradient descent |
| Jan 16, 2024 | TIL on TUE | python, dynamic typing, memory, variables, list, deepcopy, packing, unpacking, formatting, padding, f-string, PEP, linear algebra, dot product, cross product, deep learning |
| Jan 12, 2024 | TIL on FRI | SMART questions, vector, dot product, commutative property, distribute property, associative property, cauchy-schwarz inequality, deep learning, neural network, supervised learning, standard NN, CNN, RNN |
| Jan 11, 2024 | TIL on THU | ask, data analysis, object, OOP, memory, R, python, data independence, schema, instance, entity SQL |
| Jan 10, 2024 | TIL on WED | basis, linear algebra, Dictionary, key, value, get, PY4E, python |
| Jan 9, 2024 | TIL on TUE | subspace, span, linear algebra |
| Jan 8, 2024 | TIL on MON | list, data structure, PY4E, python, fairness, coursera, data modeling, SQL |
| Jan 7, 2024 | TIL on SUN | linear combination, linear dependence, linear independence, span, linear algebra |
| Jan 6, 2024 | TIL about PY4E | python, indentation, iteration variable, continue, indefinite loop, definite loop, grab line, hunting, is, string, method, object oriented function, parsing |
| Dec 31, 2023 | TIL about Finance | finance, cash flow, CFFA, OCF, NWC, CAPEX, NPV, IRR, capital budgeting, mutually exclusive, risk, risk premium, beta, CAPM, cost of capital, WACC, raising capital, rights offering, capital structure, MM propositions, DE ratio |
| Jul 3, 2023 | TIL about General Biology(3) | genetics, Gregor Mendel, incomplete dominance, alleles, nucleotide, DNA replication, PCR, codon, RNA, tRNA, ribosome, virus |
| Jul 2, 2023 | TIL about General Biology(2) | photosynthesis, light reactions, calvin cycle, photophosphorylation, cell division, mitosis, G1 checkpoint, cancer, meiosis |
| Jul 1, 2023 | TIL about General Biology(1) | amino acids, eukaryotic cell, membrane protein, ATP, enzyme, cellular respiration, glycolysis, TCA cycle, oxidative phosphorylation |
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