Akan articles - 31 total
Building a Smart Database Management Tool with AI Insights
How I created a unified SQL query interface that transforms files into databases and delivers...
Building Powerful Ensemble Models in R: A Complete Guide to Stacking and Deployment
Building on our previous exploration of tree-based models, let's dive into ensemble methods and see...
Tree-Based Models for Alzheimer's Disease Classification: A tidymodels Approach
Initially published on May 29, 2025 Introduction Alzheimer's disease, the most common...
Generalized Additive Models (GAMs) in R: Handling Non-linearity in Dolphin Behavior Analysis
Initially published on May 27, 2025 GAMs (Generalized Additive Models) handle non-linearity in...
Building Automated Data Reports from Supabase with GitHub Actions and R Markdown
Imagine being able to generate professional data reports automatically every week without lifting a...
Pt 3 - Text Classification Magic: Transform Raw Text into Emotional Insights
Final part of series on leveraging AI for emotional intelligence In our previous posts, we explored...
Pt 2 - Text Classification Magic: Transform Raw Text into Emotional Insights
In Part 1 of our text classification series, we explored the DIY approach to emotion detection by...
Text Classification Magic: Transform Raw Text into Emotional Insights
Text classification isn't just a technical concept - it's your secret weapon for making sense of...
Wk 3 Orchestration: MLOPs with DataTalks
We've been introduced to the subject of Machine Learning in Operations, familarized with Experiment...
Creating a chatbot with contextual retrieval using Cohere command-r and Streamlit
Project Overview Chatish is an innovative Streamlit web application that demonstrates...
IELTS Task II Generator
https://writing-ielts.streamlit.app/
IELTS Writing Task Generator
https://dw71fyauz7yz9.cloudfront.net/video-upload__1a29bb1883797d60550bf09d7b059324/thumbs-video-uplo...
Local Workflow: Orchestrating Data Ingestion into Airtable
Introduction The overall data lifecycle starts with generating data and storing it in...
Zenml for beautiful beautiful orchestration pt 3: Mlflow Aliases/Tags
Deploying a Local MLOps Solution: The Final Chapter Part 3 of our MLOps Series In the...
Zenml for beautiful beautiful orchestration pt 2
Here's where we take the next step of organizing our single script by transforming it into specific...
Zenml for beautiful beautiful orchestration
Let's build this! To follow, please you must have at least built a Jupyter notebook or familiar...
Wk 4: Deployment - MLOPs with DataTalks
Oh, you made it to the 4th week! Nice! Here, we see how to handle Deployment of our derived models,...
Wk 2 Experiment Tracking: MLOPs with DataTalks
In this week, the course discusses how to carry out ML experiments, using the MLflow experiment...
Wk 1: MLOPs with DataTalks
Recently joined the DataTalks 2024 cohort to earn a MLOps Certificate and essentially build on...
Let's build your first ML app in Google Cloud Run
Unleash your inner data wizard! This blog is your roadmap to building a real-world machine learning...
From Data to Insights: Building a No-Code Web App for Exploratory Data Analysis
Hi everyone, welcome! Today we are going to create this awesome web-app: that simply takes your data...
Effortlessly Link Streamlit to Google Sheets for Real-time Analysis
As a researcher one major headache is the cost of data gathering, simple solutions can be quite...
Building a Drowsiness Detection Web App from scratch - pt3
In the final leg of this Tutorial, we start to build a webpage using Streamlit that can perform three...
Building a Drowsiness Detection Web App from scratch - pt2
Cheers for making it to pt2; You've learnt how to Import datasets, augment that data and label the...
Building a Drowsiness Detection Web App from scratch - pt1
Have you ever wondered how to build a web app that can detect if you are feeling sleepy or alert? Do...
git init cohere_streamlit pt2
Setting Up Dependencies After you have installed the required libraries, create a folder...
git init cohere_streamlit
In this post, we will generally review how to create a web app that generates text based on keywords...
Deploying an Image Segmentation web application with YOLOv8 and Streamlit - pt1
We are going to create an object detecting web app, our goal is to segment any image, note the...
Model Selection & Hyper Parameter Tuning in Binary Data Classification (Practical Example)
How can you identify Fraud using a Dataset on Energy Consumption in a relationship between Service...
New Beginnings
Woe is me! I am forced to learn almost everything from the beginning… I work and feel my incapacity....