Masoud Aghdasifam

Masoud Aghdasifam

331,716 XP Earned
73 Courses completed
3,930 Exercises Aced

Masoud's XP per Topic (Courses Only)

Programming

60124 XP

Importing & Cleaning Data

11260 XP

Data Manipulation

50745 XP

Data Visualization

28078 XP

Probability & Statistics

27751 XP

Machine Learning

58705 XP

Applied Finance

6471 XP

Reporting

100 XP

Case Studies

8672 XP

Management

0 XP

Other

6690 XP

Masoud's Completed Tracks

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Python Programmer

A Python Developer uses their programming skills to wrangle data and build tools for data analysis.

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Python Programming

Discover data structures like dictionaries and DataFrames, visualize data with matplotlib, and learn the art of writing your own Python functions.

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Importing & Cleaning Data

with Python

Learn to import data from Excel files, SQL databases, SAS, and the web. Clean your data so it is ready for analysis.

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Data Manipulation

with Python

Harness the power of tools such as pandas and SQLAlchemy so you can extract, filter, and transform your data quickly and efficiently.

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Data Analyst

with Python

A Data Analyst uses data visualization and manipulation techniques to uncover insights and help organizations make better decisions.

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Machine Learning

with Python

Learn the art of science of Machine Learning and come away being a boss at prediction, pattern recognition and the beginnings of Deep Learning.

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Data Scientist

with Python

A Data Scientist combines statistical and machine learning techniques with Python programming to analyze and interpret complex data.

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SQL Fundamentals

Learn the fundamental skills necessary to interact with the majority of dialects of SQL -- PostgreSQL, MySQL, Oracle, and others!

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Statistics Fundamentals

with Python

Confidently learn to evaluate statistical models, simulate data, and draw conclusions from a wide variety of data sets.

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Data Visualization

with Python

Supercharge your data science skills using Python's most popular and robust data visualization libraries.

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Masoud's Completed Courses

Masoud's Completed Projects

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Which Debts Are Worth the Bank's Effort?
Play bank data scientist and use regression discontinuity to see which debts are worth collecting.
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The Android App Market on Google Play
Load, clean, and visualize scraped Google Play Store data to understand the Android app market.
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TV, Halftime Shows, and the Big Game
Load, clean, and explore Super Bowl data in the age of soaring ad costs and flashy halftime shows.
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Predicting Credit Card Approvals
Build a machine learning model to predict if a credit card application will get approved.
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Risk and Returns: The Sharpe Ratio
Use pandas to calculate and compare profitability and risk of different investments using the Sharpe Ratio.
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Give Life: Predict Blood Donations
Build a binary classifier to predict if a blood donor is likely to donate again.
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Naïve Bees: Image Loading and Processing
Load, transform, and understand images of honey bees and bumble bees in Python.
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Who Is Drunk and When in Ames, Iowa?
Flex your pandas muscles on breath alcohol test data from Ames, Iowa, USA.
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Naïve Bees: Deep Learning with Images
Build a deep learning model that can automatically detect honey bees and bumble bees in images.
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Recreating John Snow's Ghost Map
Recreate John Snow's famous map of the 1854 cholera outbreak in London.
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Mobile Games A/B Testing with Cookie Cats
Analyze an A/B test from the popular mobile puzzle game, Cookie Cats.
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ASL Recognition with Deep Learning
Build a convolutional neural network to classify images of letters from American Sign Language.
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Naïve Bees: Predict Species from Images
Build a model that can automatically detect honey bees and bumble bees in images.
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Generating Keywords for Google Ads
Automatically generate keywords for a search engine marketing campaign using Python.
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Name Game: Gender Prediction using Sound
Analyze the gender distribution of children's book writers and use sound to match names to gender.
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Reducing Traffic Mortality in the USA
How can we find a good strategy for reducing traffic-related deaths?
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A Visual History of Nobel Prize Winners
Explore a dataset from Kaggle containing a century's worth of Nobel Laureates. Who won? Who got snubbed?
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The GitHub History of the Scala Language
Find the true Scala experts by exploring its development history in Git and GitHub.
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Bad passwords and the NIST guidelines
Check what passwords fail to conform to the National Institute of Standards and Technology password guidelines.
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Classify Song Genres from Audio Data
Rock or rap? Apply machine learning methods in Python to classify songs into genres.
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Do Left-handed People Really Die Young?
Use pandas and Bayesian statistics to see if left-handed people actually die earlier than righties.
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Word Frequency in Moby Dick
Use web scraping and NLP to find the most frequent words in Herman Melville's novel, Moby Dick.
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The Hottest Topics in Machine Learning
Use Natural Language Processing on NIPS papers to uncover the trendiest topics in machine learning research.
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Dr. Semmelweis and the Discovery of Handwashing
Reanalyse the data behind one of the most important discoveries of modern medicine: handwashing.
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A Network Analysis of Game of Thrones
Analyze the network of characters in Game of Thrones and how it changes over the course of the books.
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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
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A New Era of Data Analysis in Baseball
Use MLB's Statcast data to compare New York Yankees sluggers Aaron Judge and Giancarlo Stanton.
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Book Recommendations from Charles Darwin
Build a book recommendation system using NLP and the text of books like "On the Origin of Species."
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Exploring the Bitcoin Cryptocurrency Market
You will explore the market capitalization of Bitcoin and other cryptocurrencies.
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Up and Down With the Kardashians
Plot Google Trends data to find the most famous Kardashian/Jenner sister. Is it Kim? Kendall? Kylie?
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Exploring the evolution of Linux
Find out about the development of the Linux operating system by exploring its Git repository history.
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Exploring 67 years of LEGO
In this project we will explore a database of every LEGO set ever built.
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Introduction to DataCamp Projects
If you've never done a DataCamp project, this is the place to start!
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