#Python | Bert for Question Answering | #HuggingFace #PyTorch

#Python | Intro to Sentence Transformer | #HuggingFace #PyTorch #BERT

#Python | Intro to HuggingFace: DistilBERT | #PyTorch #BERT

#Python | Intro to HuggingFace - pipeline & AutoClasses | #PyTorch #AIcommunity

#Python | KNN Regression aka KNeighborsRegressor | #scikitlearn

#Python | RNN Classifier using PyTorch | #DeepLearning #Classification

#Python | Text Generation, Next Character Prediction | #GenerativeAI #TextGeneration #LLM

#Python | SMOTE, Synthetic Minority OverSampling Technique | #imbalanceddataset #pandas #seaborn

#Python | Dendrogram, Hierarchical Clustering | #pandas #scipy

#Python | One-way ANOVA | #shapirowilk #levene #posthoc #scipy

#Python | Decision Tree Classifier | #scikitlearn #FeatureImportance #pandas

#Python | the LASSO Regression | #Regularization #LinearRegression #pandas #matplotlib

#Python | Boxplot & Detect Outliers | #Boxplots #pandas #matplotlib #DataVisualization

#Python | UnPivot Pandas DataFrame pd.melt() | #pandas #DataVisualization

#Python | json module: JSON data → Pandas DataFrame | #json #pandas

#Python | sqlite3 module: SQLite db → Pandas DataFrame | #sqlite3 #pandas

#SQL | SQLite Browser: CSV → Database | #SQLite #DBbrowser #database

#Docker | Docker Volume, docker run -v | #httpd #DockerVolume #도커

#Docker | DBeaver 🦫 for Data Import | #PostgreSQL #DBeaver #Database #디비버

#Docker | Docker Intro & PostgreSQL Image | #postgresql #database #도커

#Python | Keras plot_model() Neural Network Architecture Visualization | #Keras #TensorFlow

#Python | TensorBoard ★ BROWSER-based visualization tool | #TensorBoard #DataVisualization

#Python | Draw a Paraboloid z = x^2 + y^2 | #Calculus #Numpy #Matplotlib

#Java | Java Arrays ☕ | #JavaArray #JavaClass #JavaCompiler #intellij

#Java | Intro to Java! ☕ | #JavaClass #javac #intellij

#Python | Visualize what ConvNets see! 🐶 | #Convolutional #Tensorflow #DataVisualization

#Python | PreTrained VGG-16 model (Visual Geometry Group) | #VGG16 #Tensorflow #Convolutional

#Python | Data Augmentation using ImageDataGenerator 🐶😺 | #Tensorflow #DataAugmentation #Kaggle

#Python | Keras Tuner, HyperTuning | #Hyperparameter #Keras #Tensorflow #DeepLearning

#Python | 1D Convolutions (aka Conv1D) | #convolutional #NeuralNetworks #DeepLearning

#Python | PyTorch ConvNet ... classify FashionMNIST clothing! | #NeuralNetwork #ComputerVision

#Python | Intro to PyTorch Neural Networks ... classify FashionMNIST clothing! | #DeepLearning

#Python | Recurrent Neural Networks | #RNN #LSTM #Bidirectional #WordEmbedding #DeepLearning

#Python | StandardScaler & OneHotEncoder | #sklearn #StandardScaler #OneHotEncoder #preprocessing

#Python | GloVe, Global Vectors for Word Representation | #GlobalVector #WordEmbedding #Stanford

#Python | Word Embedding & Embedding Layer | #WordEmbedding #DeepLearning #Tensorflow #Keras

#Python | from tensorflow.keras.preprocessing.text import Tokenizer | #Tokenization #tensorflow

#Python | Compressed Sparse Row (CSR) format vs Sparse Matrix | #SparseMatrix #Scipy #Numpy

#Python | Non-linear Connectivity Topology | #ResNet #DeepLearning #Tensorflow #NeuralNetworks

#Python | Classify MNIST digits using Convnet | #mnist #DeepLearning #Tensorflow #NeuralNetwork

#Python | The Functional API to train Deep Learning model | #MNIST #DeepLearning #Tensorflow

#Python | SymPy, Python Library for Symbolic Mathematics | #SymPy #differentiation #derivative

#Python | def __call__(self): ... Magic / Dunder Methods! | #PythonClass #Dunder

#Python | NumPy vs Pandas .. Who's Faster?? | #ElapsedTime #sklearn

#Python | Reduce Overfitting: 1) Model Capacity 2) Regularization 3) Dropout | #Regularization

#SQL | CASE WHEN & NTILE() Function | #SQLbasics #SQLpractice

#Python | Cross Validation in Deep Learning | #CrossValidation #DeepLearning #Tensorflow

#Python | sklearn.pipeline | #sklearn #scikitlearn #PythonMachineLearning #PolynomialRegression

#Python | Information Bottleneck ...when Intermediate Layer is too small | #DeepLearning #Tensorflow

#Python | Deep Learning with MNIST, Classify Handwritten Digits | #mnist #DeepLearning #Tensorflow

#Python | Seaborn, A Popular Statistical Graphics Library! | #seaborn #DataVisualization #Pairplot

#Python | if __name__ == "__main__": | #PythonProgramming #LearnPython #__name__

#Python | Web Scraping YouTube Video Titles | #WebScraping #BeautifulSoup #Selenium #YouTubeTitle

#Python | Pandas GroupBy for EDA | #GroupBy #DataAnalysis #PythonForDataAnalysis #EDA

#R | Re-Ordering Factors: fct_reorder(), fct_infreq(), fct_rev() | #tidyverse #RforDataScience

#Python | Categorical Data using Pandas | #Pandas #CategoricalData #PythonForDataAnalysis

#R | vistributions: visualize Probability Distributions | #ProbabilityDistributions #RPackage

#Python | Save Python work in CSV from Terminal | #csvModule #sysModule #osModule #PythonTerminal

#Python | Run Python Script from Terminal | #PythonScript #SysModule #OsModule #PythonTerminal

#Python | Try Except statements | #TryExcept #PythonException #ExceptionHandling