Sep 25, 2021Calling all Data LoversHi my data lovers, This blog post will be a bit different from the rest, so I welcome you to stay till the end. Throughout your data science journey, you slowly start recognizing how impactful and important this field is across all sectors of the economy. …Data4 min readData4 min read
Sep 12, 2021Introduction to NLP Series: Preprocessing PhaseIn this blog plot we will explore the technical parts to my pervious blog post where I gave a brief introduction to the importance of Text analytics and some preliminary analysis. I will cover my preprocessing steps that were used to develop a text classification model. Tokenization To gain insights within…Python5 min readPython5 min read
Sep 5, 2021Introduction to NLP Series: Why is it important to filter out for noiseWe live in an era where we are constantly communicating with each other through different mediums. Whether it be in text messages, audio, or video chats we can stay connected with one another without the boundaries of distance with the use of modern technology. We are also constantly participating in…NLP5 min readNLP5 min read
Aug 29, 2021Introduction to Tableau and Power BI for Data ScientistsThrough out my journey as a Data Scientist you learn quickly that your role does not only include performing the latest trending algorithm but understanding how to apply these techniques into the respective business you are in. One of the best ways to communicate these models and insights are through…Data Science3 min readData Science3 min read
Jul 2, 2021Improving Model Though Feature EngineeringWelcome back! This will be the last part to this four-part series. If you missed the last couple of articles, I recommend going back and catching up. Here are some quick links to the article: 1. Web-Scraping Techniques with Selenium 2. Sentiment Analysis of News Headlines: Ethereum 3. Ethereum Close…Feature Engineering3 min readFeature Engineering3 min read
Jul 1, 2021Ethereum Close Price Prediction Model: Random Forest & XGBoostLet us continue from where we left off on my last article, where I conducted a sentiment analysis on news headlines for the cryptocurrency Ethereum. In this article the goal is to try and determine if our sentiment analysis will produce a successful model that can predict if the market…Ethereum4 min readEthereum4 min read
Jun 30, 2021Sentiment Analysis of News Headlines: EthereumIt is no surprise to us that many news headlines are worded in a way to lure you into clicking onto them. This year has brought about a flood of new retail investors into the crypto market space and if you’re one of them I can bet you have been…Sentiment Analysis3 min readSentiment Analysis3 min read
Jun 30, 2021Web-Scraping Techniques with SeleniumOne of the most important process in the realm of Data Science is the process of acquiring reliable datasets to apply these powerful, game changing techniques such as Natural Language Processing, Recommendation systems, classification algorithms and many more. There are a few methods in doing this but in my opinion…Web Scraping3 min readWeb Scraping3 min read
