Oise Elora Iguehi
Top Female Chess Player in Nigeria
Nigeria
"Chess taught me pattern recognition, data science lets me apply it to real problems"
Current Goal
Data Scientist & Machine Learning Specialist
Journey Started
September 2025
From Chess to Data Science
Chess Skills
Pattern Recognition • Strategic Thinking • Resilience
Data Science
Machine Learning • Python • Data Analysis • Deployment
Elora's Reflections & Activity Journal
Real-time learning logs, topics covered, and session summaries
endgame study
Learner Reflection & Challenges
"schematic thinking in the endgame"
Machine Learning Algorithms
Learner Reflection & Challenges
"Understanding the different machine learning algorithms used for classification and regression projects, as well as their different evaluation metrics"
Endgame
Learner Reflection & Challenges
"Rook vs pawn endgames"
introduction to Machine Learning
Learner Reflection & Challenges
"Steps in building a machine learning project"
Data Modeling and Visualization with Power Bi
Learner Reflection & Challenges
"Creating a dashboard with various visualization tools and an ER diagram to show the relationship between tables in our dataset"
Data Transformation
Learner Reflection & Challenges
"Transforming data gotten from real world datasets using power query, an interface in Power BI"
Opening Study
Learner Reflection & Challenges
"Review of previous assignment, More variations in the exchange semi-slav and game review"
Introducing to Power Bi
Learner Reflection & Challenges
"Installed power bi, worked through the interface and understanding the terminologies, importing and analyzing data in power bi"
Endgame Study
Learner Reflection & Challenges
"Review of previous assignment, Rook and 2 pawns vs rook endgame"
Middle Game Study
Learner Reflection & Challenges
"We looked at the Benoni pawn structure and understanding the plans for both sides"
Data Visualization with Seaborn
Learner Reflection & Challenges
"Understanding the various types of charts used in Seaborn"
Data Visualization with Matplotlib
Learner Reflection & Challenges
"Understand the various types of charts used in Matplotlib"
Data Visualization with Seaborn
Learner Reflection & Challenges
"Installing seaborn, using pandas and seaborn, plotting charts with seaborn"
Opening Study
Learner Reflection & Challenges
"Exchange Slav variation and the plans for both sides"
Assignment Review
Learner Reflection & Challenges
"We analyzed positions of games from the previous assignment given"
Endgame study
Learner Reflection & Challenges
"revision on assignments from the previous class, rook and pawn endgame (the vancura position)"
Data Visualization
Learner Reflection & Challenges
"Meaning of data visualization, purpose and principles of data visualization, data visualization tools"
Revision
Learner Reflection & Challenges
"We did a recollection of all the topics covered since we started our classes to make sure there are no gaps in my knowledge ahead of our next topic which is Data Visualization"
Opening Study
Learner Reflection & Challenges
"We looked at different variations of the exchange slav with plans for both sides"
Current Focus: Machine Learning
Elora is currently mastering supervised and unsupervised learning algorithms, building on her chess-honed pattern recognition skills to create intelligent systems.
Certifications Earned
Validating skills through industry-recognized credentials
Introduction to Excel
Datacamp
Introduction to Data Science
IBM
Introduction to SQL
Datacamp