ailearningloop

 

PyTorch for Natural Language Processing

arewads
pytorch
nlp
In the dynamic field of Natural Language Processing (NLP), the quest for more robust and scalable models has led researchers and developers towards powerful, flexible tools…
May 12, 2024
Lukman Aliyu Jibril

My Journey to Becoming a Professional Data Scientist: A DataCamp Certification Odyssey

arewads
datacamp
dcdonates
Embarking on the path to deepen my data science expertise, I was presented with an invaluable opportunity—a free premium subscription to DataCamp, courtesy of Arewa Data…
Mar 17, 2024
Lukman Aliyu Jibril

 

Harnessing the Power of R Shiny for Interactive Data Visualization

arewads
shiny
rprogramming
In the realm of data science and statistical computing, R has long been a staple for analysts and researchers. However, the R ecosystem extends far beyond static analyses…
Mar 10, 2024
Lukman Aliyu Jibril

 

Object Oriented Programming: Python vs R

oop
python
rprogramming
Object-Oriented Programming (OOP) is a programming paradigm that uses “objects” to design applications and computer programs. It utilizes several techniques from previously…
Mar 6, 2024
Lukman Aliyu Jibril

Celebrating a Milestone in Statistics: A Journey through DataCamp’s ‘Statistics Fundamentals with R’ Track

arewads
datacamp
rstats
It’s a moment of pride and immense satisfaction as I share the completion of the “Statistics Fundamentals with R” track offered by DataCamp, an educational journey made…
Mar 3, 2024
Lukman Aliyu Jibril

Becoming a Mentor at Arewa Data Science Academy: A Journey of Growth and Contribution

arewads
mentorship
I am thrilled to announce my recent role as a mentor for the second cohort of machine learning fellows at the Arewa Data Science Academy, guiding them through the Python…
Jan 28, 2024
Lukman Aliyu Jibril

 

Advanced Optimization Techniques in Deep Learning: Mastering PyTorch

deep learning
pytorch
optimization
arewads
fellowship
In the journey of training deep learning models, choosing the right optimization algorithm is crucial to achieve faster convergence and better final results. While Gradient…
Jan 17, 2024
Lukman Aliyu Jibril

 

A Beginner’s Comprehensive Guide to PyTorch

deep learning
pytorch
arewads
fellowship
Welcome to the world of PyTorch, a dynamic and powerful machine learning framework that’s revolutionizing the way we approach deep learning. At the core of PyTorch are…
Jan 16, 2024
Lukman Aliyu Jibril

 

Embarking on a Deep Learning Journey with Arewa Data Science Academy’s Deep Learning with PyTorch Fellowship

deep learning
pytorch
arewads
fellowship
This December marked the exciting kickoff of the “Deep Learning with PyTorch” fellowship, hosted by Arewa Data Science Academy. I’m thrilled to share my journey and insights…
Jan 15, 2024
Lukman Aliyu Jibril

 

Speed and Elegance: How Python’s List Comprehensions Outshine Traditional Loops

programming
python
Python is celebrated for its elegant syntax and the ability to express complex ideas in a few lines of code, with list comprehensions being a shining example. These powerful…
Dec 13, 2023
Lukman Aliyu Jibril

 

Juggling Code and Career: My Arewa Data Science 30 Days Of Python Learning Journey Amidst a Full Schedule

learning
motivation
programming
python
As part of the first cohort of the Arewa Data Science Academy Data Science and Machine Learning fellowship, embarking on the thirty days of Python challenge, I found myself…
Dec 8, 2023
Lukman Aliyu Jibril

 

Exploring Deep Learning Frameworks: FizzBuzz with PyTorch, TensorFlow, and Keras

ai
pytorch
tensorflow
programming
python
The world of deep learning is dominated by a few key frameworks, each with its unique strengths and idiosyncrasies. PyTorch and TensorFlow are two of the most popular tools…
Nov 6, 2023
Lukman Aliyu Jibril

Computation Graphs, Eager Execution and Flow Control in TensorFlow

ai
tensorflow
programming
python
TensorFlow is a popular deep learning framework that provides a robust platform for the creation and execution of computational graphs. Understanding how TensorFlow handles…
Nov 5, 2023
Lukman Aliyu Jibril

Preparing for the Future of AI: My Journey with IBM’s AI Engineering Professional Certificate

ai
pytorch
keras
tensorflow
computer vision
As I continue to navigate through the rich and complex landscape of artificial intelligence, I had the pleasure of completing IBM’s esteemed AI Engineering Professional…
Nov 4, 2023
Lukman Aliyu Jibril

Data Visualization with R using ggplot2

data science
r programming
data visualization
In this article, I attempt to briefly display the ease of data visualization using the ggplot2 library in R. As always, the first thing is to import the library using the lib…
Oct 7, 2023
Lukman Aliyu Jibril

Data Science: Foundations using R Specialization

data science
r programming
coursera
I recently wrapped up the Data Science: Foundations using R specialization on Coursera, a comprehensive program offered by John Hopkins University and led by Professors…
Oct 3, 2023
Lukman Aliyu Jibril

Reproducible Research Final Project

r programming
project
rpubs
This article is the final project of the Reproducible Research course on Coursera offered by John Hopkins University. I make an attempt to look at the U.S. National Oceanic…
Oct 2, 2023
Lukman Aliyu Jibril

 

My Adventure with Generative Adversarial Networks (GANs)

GANs
Have you ever watched two kids play a game of “make-believe”? One creates a story, and the other tries to catch any flaws in it. If this game was a computer program, it…
Sep 22, 2023
Lukman Aliyu Jibril

Metrics for Medical Diagnosis Evaluation

evaluation metrics
medical diagnosis
Medical diagnosis is a multifaceted endeavour that relies on a comprehensive assessment of various factors, including symptoms, tests, and medical history. Conditional…
Sep 10, 2023
Lukman Aliyu Jibril

U-Net Architecture: Revolutionizing Computer Vision Through Innovative Image Segmentation

cnn
deep learning
computer vision
image segmentation
In the dynamic world of computer vision, where innovation is key, few architectures have made as profound an impact as U-Net. Published in 2015 by Olaf Ronneberger, Philipp…
Aug 28, 2023
Lukman Aliyu Jibril

 

A Study on the Impact of Data Augmentation for Training Convolutional Neural Networks in the Presence of Noisy Labels - Paper Summary

cnn
research
paper summary
Emeson Santana, Gustavo Carneiro, and Filipe R. Cordeiro. A Study on the Impact of Data Augmentation for Training Convolutional Neural Networks in the Presence of Noisy…
Aug 19, 2023
Lukman Aliyu Jibril

 

Matrix Multiplication: Deep Learning Insights, Implementation, and Performance in Python and R

python
r
matrices
mathematics
Matrix multiplication is a fundamental mathematical operation with wide-ranging applications in various fields, including linear algebra, computer graphics, and machine…
Aug 16, 2023
Lukman Aliyu Jibril

 

Introduction to Symbolic Computation with SymPy

python
sympy
mathematics
symbolic computing
Symbolic computation is a powerful approach in mathematics and computer science that deals with manipulating expressions and equations in their symbolic form. Unlike…
Aug 15, 2023
Lukman Aliyu Jibril

 

Navigating the Mathematical Marvels: Discovering the Power of Mathematics in Machine Learning

mathematics
machine learning
Have you ever faced the intricate challenge of transforming TensorFlow code into PyTorch, wrestling with tensor dimensions, and untangling transpose matrices in the…
Aug 14, 2023
Lukman Aliyu Jibril

Revving Up: MPG Regression Unleashed through Deep Learning in PyTorch

deep learning
pytorch
regression
python
In this article, we’ll dive into the world of deep learning with PyTorch by constructing a multiple linear regression model to predict a vehicle’s miles per gallon (MPG)…
Aug 9, 2023
Lukman Aliyu Jibril

 

The Crucial Role of the Sigmoid Function and its Derivative in Machine Learning

machine learning
sigmoid
activation
mathematics
In the realm of machine learning, the sigmoid function stands as a foundational and indispensable element, playing a pivotal role in various applications such as neural…
Aug 7, 2023
Lukman Aliyu Jibril

Enhancing Effective Writing: Insights from Larry McEnerney’s Leadership Lab

writing
research
effective writing
Larry McEnerney’s Leadership Lab on effective writing delivered on May 9, 2014 began with a compelling assertion: “Shift your focus from rules to readers.” This succinctly…
Aug 4, 2023
Lukman Aliyu Jibril

 

Arewa Data Science Academy Fellowship: A Transformative Journey to Success in Data Science

skills
arewads
git
quarto
writing
The Arewa Data Science Academy fellowship has been an exceptional journey that has profoundly shaped my life this year. In just six months, I have acquired a wealth of…
Jul 31, 2023
Lukman Aliyu Jibril

 

Endless Paths in Data Science: Insights from Claudiu Musat’s Talk on Handwriting Synthesis and Career Prospects

research
advice
After recently concluding our fellowship at Arewa Data Science Academy, we had the privilege of attending a captivating talk by Claudiu Musat, a distinguished researcher…
Jul 30, 2023
Lukman Aliyu Jibril

 

Mastering Vectorized Code: Boosting Efficiency in R

r programming
vectorization
In the world of programming, efficiency is a golden goal. One clever technique to achieve this is using vectorized code. Vectorized code might sound complex, but it’s like a…
Jul 29, 2023
Lukman Aliyu Jibril

 

Writing a Scientific Paper

scientific writing
journal article
research
In this post, I aim to summarize the key points from the journal article “How to Write a Scientific Article” by Barbara J. Hoogenboom and Robert C. Manske, which offers…
Jul 25, 2023
Lukman Aliyu Jibril

Completion of Arewa Data Science Academy Fellowship

arewads
It is with immense pleasure and gratitude that I announce my successful completion of the Arewa Data Science Academy fellowship. After months of unwavering dedication…
Jul 24, 2023
Lukman Aliyu Jibril

 

Solving the FizzBuzz Problem: Eight Creative Solutions in R Programming

r programming
fizzbuzz
loops
The FizzBuzz problem is a classic programming exercise that tests a developer’s ability to think logically and solve a simple but often misunderstood challenge. I have…
Jun 19, 2023
Lukman Aliyu Jibril

Harnessing the Power of Natural Language Processing: A Guide to Python and R Packages and Practical Use-Cases

natural language processing
python
r
packages
In today’s digital age, the sheer volume of text-based data being generated has grown exponentially. Extracting meaningful insights and knowledge from this vast amount of…
Jun 13, 2023
Lukman Aliyu Jibril

 

JavaScript FizzBuzz Solutions

javascript
programming
loops
fizzbuzz
FizzBuzz is a common programming problem that is often used as an exercise in basic programming logic and algorithm development. The problem is typically presented as follows:
May 14, 2023
Lukman Aliyu Jibril

From Data to Insight: Visualizing Quantities, Proportions, Relationships, and Distributions with Python’s Matplotlib and Seaborn

python
data visualization
matplotlib
seaborn
Data visualization is a crucial part of data analysis as it aids in our ability to comprehend and convey to a larger audience complicated data correlations, patterns, and…
May 13, 2023
Lukman Aliyu Jibril

Mastering Scientific Writing: Key Takeaways from Coursera’s Writing in the Sciences MOOC by Kristin-Sainani

writing
sciences
coursera
mooc
Since written communication is the primary way that scientific discoveries are disseminated to the public, scientific writing is a crucial skill for scientists and…
Apr 26, 2023
Lukman Aliyu Jibril

Writing Clean Codes in JavaScript: A Necessity

javascript
code
writing
I recently started seriously practicing JavaScript, hence this post. Another impact of being a fellow of the Arewa Data Science Academy. Writing clean and readable code is…
Apr 19, 2023
Lukman Aliyu Jibril

Overview of Data Processing Using Pandas

python
pandas
data analysis
Data processing is an important aspect of data analysis and provides a way to generate insights and information from large datasets, and also to prepare data for use in…
Apr 7, 2023
Lukman Aliyu Jibril

Machine-Learning: Relationship With Deep Learning, AI ,and Data Science

machine learning
deep learning
ai
data science
The picture above,taken from Microsoft’s free introduction to machine learning course, available on github, succinctly expresses how the concepts relate to one another.
Mar 29, 2023
Lukman Aliyu Jibril

Exploring Pandas: A Powerful Pythonic Analytic Tool

pandas
python
data analysis
Data analysis is a much sought after skill for data science. In my search for efficient tools for analyzing data, after outgrowing spreadsheets, I came across other tools…
Mar 14, 2023
Lukman Aliyu Jibril

Creating Beautiful Visualizations with Python: A Guide to Pandas Matplotlib and Seaborn

python
pandas
matplotlib
seaborn
data visualization
Data visualization is a crucial aspect of data analysis as it helps in understanding data better. Python provides several libraries for data visualization, and in this…
Mar 14, 2023
Lukman Aliyu Jibril

NumPy ndarrays: Introduction to a Powerful Tool for Scientific Computing in Python

python
NumPy which is short for Numerical Python is the one of the most foundational tools for scientific computing with Python today. It is so important that many other tools like…
Mar 11, 2023
Lukman Aliyu Jibril

Web Scraping a Daily Trust Article using Requests and Beautiful Soup Libraries

python
requests
web scraping
Web scraping is a key skill all data scientists should have. This is why day 22 of our ongoing Arewa Data Science Academy fellowship covered web scraping using…
Mar 4, 2023
Lukman Aliyu Jibril

Practising Concepts Learnt So far in ArewaDS

python
how to learn
What is the output of this code and why?
Feb 21, 2023
Lukman Aliyu Jibril

Necessity of Developing a Learning Method

how to learn
The Arewa Data Science fellowship that I am currently enrolled in required that we complete Barbara Oakley’s and Terrence Sejnowski’s MOOC (massive open online course) on…
Feb 19, 2023
Lukman Aliyu Jibril

 

Joining The First Cohort of the Arewa Data Science Academy Fellowship

arewads
The link for the application to the fellowship was sent to me by my friend Abbas. I reluctantly opened the link and I was surprised to see that I had to complete an…
Feb 14, 2023
Lukman Aliyu Jibril

How I Started Learning Python

python
As part of the first phase of the Arewa Data science fellowship, the mentors organised a 30 days of Python challenge that consists of exercises tailored to a particular…
Feb 14, 2023
Lukman Aliyu Jibril

How I Started Learning Python

origins
I became interested in Python about a year after I started my first full time job. I just felt that I should have some programming skills since I work with the internet and…
Feb 12, 2023
Lukman Aliyu Jibril

Welcome To My Blog

welcome
Welcome to my blog. I have loved maths and computations since my earliest childhood memories. I recently got the opportunity to put this passion to use in my amazing data…
Feb 11, 2023
Lukman Aliyu Jibril
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