Rashida Nasrin SuckyinTowards AIEarlyStopping and LiveLossPlot Callbacks in TensorFlow, Keras, and PythonHow to Improve Your Model Training Time and to Prevent Overfitting Using EarlyStopping and Plot the Losses and Metrics Live While Training·5 min read·Feb 18, 2024----
Rashida Nasrin SuckyinTowards AIHow to Detect Seasonality in the Time Series Data, And Remove Seasonality in PythonDetect Seasonality Using Simple Graph, Autocorrelation Function (ACF), and Partial Autocorrelation Function (PACF) in Python·6 min read·Feb 14, 2024----
Rashida Nasrin SuckyinTowards AIHow to Detect the Trend in the Time Series Data and Detrend in PythonBefore choosing any time series forecasting model, it is very important to detect the trend, seasonality, or cycle in the data. Half the…·5 min read·Feb 1, 2024----
Rashida Nasrin SuckyinTowards AIDeveloping Your First Neural Network in PyTorchA Complete Step-by-Step Process for Beginners·5 min read·Nov 19, 2023--1--1
Rashida Nasrin SuckyinTowards AITwitter Sentiment Analysis in Python — Sklearn | Natural Language ProcessingDetailed Step by Step Process of a Sentiment Analysis in Python·6 min read·Nov 7, 2023--2--2
Rashida Nasrin SuckyinTowards AIText Preprocessing to Prepare for Machine Learning in Python — Natural Language ProcessingSome Commonly Used Text Preprocessing Techniques in Python With Examples·6 min read·Oct 30, 2023----
Rashida Nasrin SuckyinTowards Data ScienceConverting Texts to Numeric Form with TfidfVectorizer: A Step-by-Step GuideHow to calculate Tfidf values manually and using sklearn·6 min read·Oct 25, 2023--2--2
Rashida Nasrin SuckyinTowards Data ScienceCountVectorizer to Extract Features from Texts in Python, in DetailEverything you need to know to use CountVectorizer efficiently in Sklearn·7 min read·Oct 21, 2023----
Rashida Nasrin SuckyinTowards Data ScienceTensorFlow Model Training Using GradientTapeUse of GradientTape to Update the Weights·7 min read·Oct 17, 2023--2--2
Rashida Nasrin SuckyinTowards AIA Complete Exploratory Data Analysis in PythonData Cleaning, Analysis, Visualization, Feature Selection, Predictive Modeling·11 min read·Oct 11, 2023--6--6