Introduction to Deep Learning with Keras
Keras is a high-level neural networks API running on top of Tensorflow. It enables fast experimentation through a high-level,...
Mahmoud Morsy
5 min read
Natural Language Processing (NLP) with Python
NLP is an exciting branch of AI that allows machines to break down and understand human language. Data scientists may often use NLP...
Mahmoud Morsy
4 min read
Feature Engineering for Machine Learning in Python
Machine learning fits mathematical notations to the data in order to derive some insights. The models take features as input. A feature...
Mahmoud Morsy
4 min read
Data Preprocessing in Machine Learning
Data Preprocessing includes the steps we need to follow to transform or encode data so that it may be easily parsed by the machine. The...
Mahmoud Morsy
5 min read
Text Processing: Why must text data be pre-processed?
What is text processing? The term text processing refers to the automation of analyzing electronic text. This allows machine learning...
Fatma Ali
7 min read
NLP: Twitter Sentiment Analysis Project
We are living in a "data age" today. As the number of users on social media sites like Twitter grows rapidly, numerous opportunities and...
Fatma Ali
8 min read
Web Crawling using BeautifulSoup
Hello everyone, hope that you're having a great time. Today we are going to talk about a very interesting yet crucial topic, that is Web...
Omar Mohamed
7 min read
Parkinson Disease disease data analysis and modeling
Introduction Let's first get a brief intro to our problem about Parkinson. This disease is a brain disorder that causes unintended or...
Omar Mohamed
9 min read
Predicting Parkinson's Disease
A diverse category of conditions known as neurodegenerative diseases are characterized by the progressive degradation of the nervous...
Arpan Sapkota
4 min read
DETECTING SPEECH PATTERNS OF PEOPLE WITH PARKINSONS DISEASE.
According to Mayo Clinic, Parkinson's disease is a progressive nervous system disorder that affects movement. Symptoms start gradually,...
mrbenjaminowusu
5 min read
Let’s look at neurodegenerative diseases.
According to Hopkinsmedicine.org: Alzheimer's disease is a progressive, neurodegenerative disease that occurs when nerve cells in the...
Hamza kchok
5 min read
Are Voice Measurements Helpful In Early Parkinson Diagnosis?
“Eventually, doctors will adopt AI and algorithms as their work partners. This leveling of the medical knowledge landscape will...
asma kirli
6 min read
Understanding Dimensionality Reduction
There has been so much confusion online on the subject of dimensionality reduction as I have tried to enter into the data science space...
Blessing Oludele
3 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...
James Owusu-Appiah
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...
Hassan Abdihakin
7 min read
Data Analyst vs Data Engineer vs Data Scientist: Skills, Responsibilities.
Data Analyst vs Data Engineer vs Data Scientist” will help you understand the various similarities and differences between them.
mohamed bahgat
3 min read
An application of Feature Engineering, Bag of Words (BOW) and N-grams in Sentiment Analysis
The disruption in social media has generated huge datasets which some businesses have leveraged perfectly. Websites, social networks etc...
Ntandoyenkosi Matshisela
4 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...
James Owusu-Appiah
7 min read
Feature Engineering for NLP, Introduction to TensorFlow, Deep Learning with Keras in Python
Feature Engineering for NLP in Python One of the most critical processes in machine learning is feature engineering. Machine learning...
Arpan Sapkota
19 min read
You have really good data but it's too complex for machine learning models? Deep learning is for you
Machine learning can get you a long way. But, in many cases, the data becomes too complex to capture with machine learning models. Let's...
Hamza kchok
9 min read
Conversations Development using Advanced NLP techniques
Introduction Hello and welcome to a new descriptive detailed tutor about the ParlAI code. ParlAI is a Dialog Research Software Platform,...
Omar Mohamed
5 min read
Deep Learning with Baby Steps: The Mathematical Background behind TENSORFLOW!
"A little learning is a dangerous thing: Drink deep, or taste not the Pierian spring" - Alexander Pop Deep Learning does a wonderful job...
asma kirli
7 min read
The 10 Statistical Concepts for Data Science
Introduction Content: 1. Types of Analytics 2. Population and sample 3. Central Tendency 4. Measure of...
Amr Mohamed Salama
7 min read
Statistical terms in the simplest form.
Statistics is the power house of data science. Arguably every behind every data science technique there is statistic sitting right at the...
Blessing Oludele
3 min read
