PinnedSarah LeainPython in Plain EnglishBeginner’s guide to predicting Time Series data with PythonThis article delves into various modeling techniques such as linear regression, (S)ARIMA, TBATS, and exponential smoothing.Feb 15Feb 15
Sarah LeainPython in Plain EnglishHow I started the Task to estimate Used Car Prices with Machine Learning: A Beginner’s GuideHow do you estimate the price of used cars? Read about ML-Models such as Random Forest, Support Vector Machines or XGBoost.12h ago12h ago
Sarah LeainPython in Plain EnglishBeginner’s Guide to Advanced Techniques for Time Series Forecasting with Deep LearningIn the evolving landscape of data science, deep learning has emerged as a powerful tool for predicting time series data. Although…Jul 22Jul 22
Sarah LeainPython in Plain EnglishHow I started with PyTorch — Essential Tips and Steps for BeginnersIf you use deep learning models, it is best to use frameworks like PyTorch or TensorFlow. To evaluate which models are best suited for…Jul 15Jul 15
Sarah LeainPython in Plain EnglishDiscovering the Best ML Model for Energy Forecasting: Which Tops the List? (Part 2)Over the last five months, I have compared 6 different machine learning models to predict energy consumption data over 48 hours. In…Jun 4Jun 4
Sarah LeainPython in Plain EnglishBeginner’s Guide to Comparing Six Machine Learning Models for Energy Consumption Forecasting: A…Over the last five months, I have compared 6 different machine learning models to predict energy consumption data over 48 hours. In…Jun 41Jun 41
Sarah LeainPython in Plain EnglishA Practical Dive into NumPy and Pandas: Data Analysis with PythonIf you’re using Python for data analysis or data science, you’ll quickly encounter the commands ‘import numpy as np’ and ‘import pandas as…Mar 12Mar 12
Sarah LeainPython in Plain EnglishMastering Time Series Data: 9 Essential Steps for Beginners before applying Machine Learning in…9 essential steps that you should perform before applying classical machine learning models.Mar 2Mar 2
Sarah LeainPython in Plain EnglishPython Data Analysis Ecosystem — A Beginner’s RoadmapPython is one of the most widely used programming languages. Find out the easiest way to get started and what to consider.Feb 21Feb 21
Sarah LeaTime Series Made Simple — Connect InfluxDB and R for Data Science BeginnersDiscover how to connect InfluxDB with R-Studio for time series analysis. Understand ARIMA models and use them for forecasting.Feb 6Feb 6