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Ibrahim Olawale
Ibrahim Olawale

109 Followers

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Nov 20, 2020

FORCE 2020 Machine Learning Lithology Prediction Winning Solution

Exactly this time last year I had just begun my Data science journey so machine learning and programming were still quite new to me at the time. Over the past year, I had spent a lot of time and resources learning and practicing the various machine and deep learning techniques…

Machine Learning

7 min read

FORCE 2020 Machine Learning Lithology PredictionWinning Solution
FORCE 2020 Machine Learning Lithology PredictionWinning Solution
Machine Learning

7 min read


Published in DSN AI+ FUTA

·Jun 19, 2020

Linear Models in Practice

The term linear model implies the model is specified as a linear combination of features. Based on training data, the learning process computes one weight for each feature to form a model that can estimate or predict the target value. …

Linear Regression

5 min read

Linear Models in Practice
Linear Models in Practice
Linear Regression

5 min read


Published in The Startup

·May 21, 2020

Python to Database Connection with SQLalchemy

While a data scientist might have a variety of tools which they use for different purpose, most will that the Structured Query Language (SQL) is the one most important work tool a data scientist should have. …

Sql

3 min read

Python Database Connection with sqlalchemy
Python Database Connection with sqlalchemy
Sql

3 min read


Published in DSN AI+ FUTA

·Apr 28, 2020

Getting Started with Python: Dictionaries, Tuples and Sets

Python Data types that are use for collections — Just before we move on, if you need to go through the basics of data types and variables, kindly check the previous post here: https://medium.com/dsn-ai-futa/variables-and-data-types-c427233e684b DICTIONARIES A dictionary is an associative container that contains the items in key/value pairs. The values of key-item data structure (unlike lists and strings that can…

Python

4 min read

Getting Started with Python: Dictionaries, Tuples and Sets
Getting Started with Python: Dictionaries, Tuples and Sets
Python

4 min read


Published in DSN AI+ FUTA

·Apr 10, 2020

Getting Started with Python: Variables and Data Types

A variable is a container used to store and hold data. It can be seen as a Python object used in storing and holding data for re-usability later on during the program. These data can come in different types which will be discussed in subsequent sections below. Variable assignment is…

Python

6 min read

Variables and Data Types
Variables and Data Types
Python

6 min read


Published in The Startup

·Mar 19, 2020

A General Guide to Data Visualization with Python for Predictive Modelling

Understanding your data and the relationship present within it is just as important as any algorithm used to train your machine learning model. In fact, even the most sophisticated machine learning models will perform poorly on data that wasn’t visualized and understood properly. …

Data Science

6 min read

A General Guide to Data Visualization with Python for Predictive Modelling
A General Guide to Data Visualization with Python for Predictive Modelling
Data Science

6 min read


Published in Analytics Vidhya

·Mar 3, 2020

Investigative Analysis of Factors Influencing Promotion in Company ‘X’

Problem Definition ‘You have been called in by CEO of company ‘X’ to use your machine learning skills to study the pattern of promotion. With this insight, he can understand the important features among available features that can be used to predict promotion eligibility’ Before proper data modelling can be done for…

Data Visualization

5 min read

Investigative Analysis of Factors Influencing Promotion in Company ‘X’
Investigative Analysis of Factors Influencing Promotion in Company ‘X’
Data Visualization

5 min read


Published in The Startup

·Jan 27, 2020

Simplified Understanding of Object Oriented Programming

What is Object Oriented Programming (OOP)? Most developers — python developers especially — will agree that early in their careers/their learning stage, the concept of Object Oriented Programming seemed strange, both it’s purpose and usefulness. A common misconception among beginners is that OOP is a special tool/design similar to function creations, used to solve a particular…

5 min read

Simplified Understanding of Object Oriented Programming
Simplified Understanding of Object Oriented Programming

5 min read

Ibrahim Olawale

Ibrahim Olawale

109 Followers

Data Scientist. Machine Learning Engineer.

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