Yuli VasilievinTowards Data ScienceUsing Fourier Transform of Vector Representations Derived from BERT Embeddings for Semantic…Exploring the mutual influence of words in a sentence by evaluating different representations of BERT embeddings5 min read·Jan 14, 2023----
Yuli VasilievinTowards Data ScienceGenerating Sentence-Level Embedding Based on the Trends in Token-Level BERT EmbeddingsHow to derive sentence-level embedding from word embeddings5 min read·Jan 5, 2023--1--1
Yuli VasilievinTowards Data ScienceDiscovering Trends in BERT Embeddings of Different Levels for the Task of Semantic Context…How to extract information about the context of a sentence with BERT model outputs8 min read·Dec 22, 2022--1--1
Yuli VasilievinLevel Up CodingNeural Networks for Market Indicators AnalysisNeural networks have been successfully used to tackle a wide range of challenging problems in science and engineering. The example in this…3 min read·Jun 23, 2021----
Yuli VasilievStock Price Analysis with Deep LearningIn recent times, the field of machine learning has largely shifted to neural networks. While a neural network (a deep learning model)…5 min read·Jun 2, 2021----
Yuli VasilievinTowards Data ScienceData Processing and Analysis: pandas vs SQL4 min read·May 25, 2021----
Yuli VasilievinLevel Up CodingStock Price Analysis with Machine LearningBeing a robust method of data analysis that enables building of applications that can learn from data, machine learning is used in many…5 min read·May 9, 2021--2--2
Yuli VasilievinTowards Data ScienceUsing Word Vectors to Mathematically Find Words with Similar MeaningsCalculating the Semantic Similarity of Texts Programmatically5 min read·Nov 7, 2020----
Yuli VasilievinLevel Up CodingPython For Finance: Improve Your Stock Trading Performance with ScriptingIf you search for ways to improve your stock investment skills, you’ll definitely find ‘do some research’ among other things.5 min read·Jul 29, 2020----
Yuli VasilievinLevel Up CodingGetting Started with Stock Market Analysis in PythonIt’s quite common nowadays to employ computer technologies to predict stock returns. Thus, many stock prediction algorithms rely on the…4 min read·Jul 1, 2020--1--1