| 날짜 | 제목 | 분류 |
|---|---|---|
| 2024. 3. 29. | TIL on 2024-03-29 about GAIQ | Audience, Conversion, Dimensional Explore, Dynamic, Event, Explore, GAIQ, Hold back, Metric, Trigger |
| 2024. 3. 28. | 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 |
| 2024. 3. 26. | TIL on 2024-03-26 about GAIQ | BigQuery, Dimension, Google Signals Data, ID Space, Metric, User-ID, cross-platform, event, properties, session |
| 2024. 2. 24. | TIL on SAT about SQL(1) | normalization, anomaly, normal form |
| 2024. 2. 24. | TIL on SAT about SQL(2) | SQL, DML, select, distinct, as, order by, DESC, where |
| 2024. 2. 23. | TIL on FRI about DLS | transfer learning, data synthesis, multi-task learning, end-to-end deep learning |
| 2024. 2. 23. | TIL on FRI about SQL | relationship, pairing, degree, cardinality, optional membership, attribute, domain, identifier |
| 2024. 2. 22. | TIL on THU about DLS | error analysis, setting goal, training-dev set, data mismatch |
| 2024. 2. 22. | 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 |
| 2024. 2. 20. | TIL on TUE about DLS(1) | ML strategy, orthogonalization, evaluation metric, satisficing metric, optimizing metric, dev set, test set |
| 2024. 2. 20. | TIL on TUE about DLS(2) | orthogonalization, change metrics, human level performance, bayes optimal error, avoidable bias, variance, error analysis, improving model performance |
| 2024. 2. 20. | 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 |
| 2024. 2. 19. | TIL on MON about DLfromScratch | fully connected, affine, padding |
| 2024. 2. 19. | TIL on MON about DLS(1) | random hyperparameter tuning, coarse to fine, batch normalization, gamma, beta, batch norm, mini batch |
| 2024. 2. 19. | TIL on MON about DLS(2) | batch normalization, covariate shift, softmax, softmax |
| 2024. 2. 18. | 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 |
| 2024. 2. 18. | TIL on SUN about DLS | momentum, exponentially weighted average, RMSprop, Adam, bias correction, moment, learning rate dacay, local optima, saddle point, plateaus |
| 2024. 2. 17. | TIL on SAT about DLfromScratch(book) | Dynamic, init, instance, object, tensor |
| 2024. 2. 17. | TIL on SAT about DLS | bias correction, momentum |
| 2024. 2. 15. | TIL on THU about DLS | minibatch, SGD, stochastic gradient descent, exponentially weighted average, moving average |
| 2024. 1. 31. | TIL on WED about DLS | data augmentation, early stopping, normalizing, normalize, vanishing, exploding, random initialization, gradient checking |
| 2024. 1. 26. | 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 |
| 2024. 1. 25. | TIL on THU | R, RPA, Quarto |
| 2024. 1. 24. | TIL on WED | python, kernel, method, namespace, module, error message, escape, hashablility, set |
| 2024. 1. 23. | TIL on TUE | R, python, string, vector arithmetic, zip, enumerate, where |
| 2024. 1. 22. | TIL on MON | deep learning, deep neural networks, DNN, back propagation, forward propagation, matrix dimensions in DNN, hyperparameter |
| 2024. 1. 21. | TIL on SUN | deep learning, neural networks, activation, vectorizing, activation function, gradient descent, random initialization |
| 2024. 1. 19. | TIL on FRI | deep learning, back propagation, logistic regression, vectorization, SIMD, broadcasting, likelihood |
| 2024. 1. 18. | TIL on THU | R, python, vector, list, dictionary, vector arithmetic, list comprehension |
| 2024. 1. 17. | 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 |
| 2024. 1. 16. | 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 |
| 2024. 1. 12. | 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 |
| 2024. 1. 11. | TIL on THU | ask, data analysis, object, OOP, memory, R, python, data independence, schema, instance, entity SQL |
| 2024. 1. 10. | TIL on WED | basis, linear algebra, Dictionary, key, value, get, PY4E, python |
| 2024. 1. 9. | TIL on TUE | subspace, span, linear algebra |
| 2024. 1. 8. | TIL on MON | list, data structure, PY4E, python, fairness, coursera, data modeling, SQL |
| 2024. 1. 7. | TIL on SUN | linear combination, linear dependence, linear independence, span, linear algebra |
| 2024. 1. 6. | TIL about PY4E | python, indentation, iteration variable, continue, indefinite loop, definite loop, grab line, hunting, is, string, method, object oriented function, parsing |
| 2023. 12. 31. | 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 |
| 2023. 7. 3. | TIL about General Biology(3) | genetics, Gregor Mendel, incomplete dominance, alleles, nucleotide, DNA replication, PCR, codon, RNA, tRNA, ribosome, virus |
| 2023. 7. 2. | TIL about General Biology(2) | photosynthesis, light reactions, calvin cycle, photophosphorylation, cell division, mitosis, G1 checkpoint, cancer, meiosis |
| 2023. 7. 1. | TIL about General Biology(1) | amino acids, eukaryotic cell, membrane protein, ATP, enzyme, cellular respiration, glycolysis, TCA cycle, oxidative phosphorylation |
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