This repository is dedicated to showcase certifications I've earned.
Learnt how to store, manipulate, and explore data using NumPy. Afterwards, learnt how to how to visualize data using Matplotlib, manipulate DataFrames and dictionaries using pandas, and writing own functions and list comprehension.
Importing & Cleaning Data with Python Track
Learnt how to import data from a variety of sources, including .csv, .xls, text files, and more. Afterwards learnt to prepare data for analysis. Worked with real-world data such as restaurant reviews as to learn how to handle improper data types, deal with missing data, and perform record linkage. Later, leveraged the Tweepy package to access Twitter’s API to scrape the web for data.
Neural Networks and Deep Learning
Improving Deep Neural Networks: Hyerparameter Tuning, Regularization and Optimization