James Owusu-Appiah
5 min read
QS World Ranked Universities Analysis
QS WORLD RANKED UNIVERSITIES ANALYSIS This is in fulfillment of my final project as part of Data Insight Data Scientist Program. My final...
James Owusu-Appiah
3 min read
TensorFlow and Deep Learning In Python
TensorFlow TensorFlow is a free and open-source software library for artificial intelligence and machine learning. Although it may be...
James Owusu-Appiah
4 min read
A Guide To Predicting Parkinson's Disease
Introduction The progressive degradation of the nervous system's structure and function characterizes the diverse group of conditions...
James Owusu-Appiah
3 min read
Dimensionality Reduction In Python and Preprocessing For Machine Learning
Dimensionality Reduction In Python Dimensionality refers to the number of attributes or columns in a dataset. The higher the number of...
James Owusu-Appiah
7 min read
Supervised and Unsupervised Learning
What Is Supervised Learning? A function that maps an input to an output is learned through supervised learning using sample input-output...
Hassan Abdihakin
7 min read
Exploratory Data Analysis: European Soccer Dataset
Table of Contents: 1. Introduction 2. Data Wrangling 3. Exploratory Data Analysis 4. Conclusions Introduction: Data Description The...
James Owusu-Appiah
7 min read
Understanding Fundamental Statistical Concepts In Data Science
What Is Statistics? Statistics is a form of mathematical analysis that uses quantified models and representations for a given set of...
asma kirli
7 min read
My roadmap into preprocessing data: Feature extraction from raw text using TF-IDF
“ Without big data, you are blind and deaf and in the middle of a freeway” - Geoffrey Moore. When we say big data, we mean a huge amount...
asma kirli
8 min read
How Did The Employment Varied Over Time Across Naics Industries: Data Analyst Role's Highlights.
“Data analysts’ work varies depending on the type of data that they’re working with (sales, social media, inventory, etc.) as well as the...
ayenadykyaw1
8 min read
Data Manipulation Techniques with Pandas
Introduction to Pandas Pandas is an open source python library for data analysis and manipulation. It is fast, powerful and easy to use....
