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altschool_first_sem_exam

Altschool Data Engineering First Semester Exams

analyse_movie_dataset

Investigate and analyse a dataset of movies with their ratings

api_fundamentals

Using RESTFUL api to connect home devices

batch_processing_with_azure

bikers-logistics-problem-lagos

Predict the estimated time it takes to for delivery bikers to deliver good within the Lagos metropolitant state, Nigeria

canbalancefunction.js

canBalance function takes an array of numbers and returns true or false based on the following conditions. It returns true if the array can be split at any point with the sum of the numbers on one side equal to the sum of the numbers at the other side. For example, given the array [1, 2, 3, 4, 5, 5], it will return true as the array can be split into [1, 2, 3, 4] and [5, 5] giving a sum of 10 on each side.

cat_vs_dog

Cats Vs Dogs Classification

clustering_and_dimensionality_reduction

cross-entropy-function

Simplified cross entropy function in python

data-wrangling-with-python

This project is to carry out series of data wrangling to produce a fine dataset for further analysis. THough analysis was done here, the focus is much on the data wrangling - generating data, asseessing data, cleaning data

dbt_core

difference-between-volumes-of-two-cuboids

This is a simple function in Python to display the difference in volumes of two cuboids given just their sides as a list

eda-heart-disease

Exploring the features of a potential heard disease

fraud_detection

Fraud transactions prediction using decision tree classification with cross vaidation for bias-variance trade-off

globomantics-azure-data-warehouse

google-play-store-data-analysis

Analysis of app downloads on google play store

house-price-prediction-challenge

I designed an algorithm to accurately predict the house prices in India. This is a follow up of the challenge in Kaggle. The link to this solution in Kaggle: https://www.kaggle.com/charlesgasper001/notebookdadab2205d

lam-course-collaboration-travel-plans

loan-data-analysis

logiccircuit_python

After learning the concepts of object oriented programming, i built a logic circuit fully implemented in python

my-travel-plans

pawpularity-prediction-using-nasnetlarge

Using NASNetLarge to predict the pawpularity of the images of animals

skills-communicate-using-markdown

My clone repository

skills-introduction-to-github

My clone repository

skills-resolve-merge-conflicts

My clone repository

skills-review-pull-requests

My clone repository

softmax-function

Softmax function was developed to to take care of issues raised with sigmoid function such as what happens when we have more than 2 variables, how do we get the probability of what an outcome is given a set of all possible outcome, etc. Here I developed a simple function that takes a set of values and return their softmax function equivalent. There are many ways to approach this using Python however I will be using a simple algorithm :)

suspicious_network_traffic_predictor

the-titanic-disaster-using-logistic-regression-to-predict-survival

Here, I used the simple Logistic regression to predict those who survived from the Titanic disaster.