volodymyrgavrysh / my_roadmap_data_science

own way of studying data science, machine learning and AI (Python)

Programming (Python )

Python 3.6 & Django by https://ithillel.ua/ - completed Sertificate - completed

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Data Science

WorldQUANT University

Scientific Computing and Python for Data Science Sertificate Applyed Data Science Module 1 with honor - completed

DEVrepublik

https://devrepublik.com/ Data Science bootcamp session 2019 - 2020

Harvard CS50’s Introduction to Artificial Intelligence with Python

https://cs50.harvard.edu/ai/2020/ Online course - Sertificate

Homework and solution https://github.com/VolodymyrGavrysh/cs50_2020

Amazon training and certification 2020

The elements of Data Science Course 2020

https://www.aws.training/Transcript/CompletionCertificateHtml?transcriptid=2cOxyjcaWkyKDx5AekcVDg2

Cisco Networking Academy® self-paced course

Programming Essentials in Python

https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/pictures/VolodymyrGavrysh-PCAP%20Programming-certificate.pdf

Stanford SQL 2020 Online course

Sertificate

Databricks Certified Associate Developer for Apache Spark 3.0 Certification

Sertificate

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Pet projects

Weather Scan Service

https://weather-scan.herokuapp.com/ With machine learning algoritms weather scan is able to predict rain and other critical weather characteristics in 49 regions in Australia. It could be used for any other locations over the world.

Prevent Corruption with whistleblower system

https://stop-corruption.herokuapp.com/

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Stanford University Course

Course	Topics	Status
cs231n http://cs231n.stanford.edu/syllabus.html	CNN	2d homework
cs50 ai https://cs50.harvard.edu/ai/2020/	AI	completed
cs229 http://cs229.stanford.edu/syllabus.html	ML	in progress
cs121 Introduction to Theoretical ComputerS	+ Introduction to AI	in progress
cs50 Introduction to Computer Science	Computer Science	in progress
cs 161 http://web.stanford.edu/class/cs161/	Design Analysis Algorithms	in progress
cs124 Algorithms	Algorithms	in progress

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Analysis Projects

AdaBoost own class implementation¶ https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/data_analysis/Adaboost_own_class.ipynb

Diabetes 130-US hospitals for years 1999-2008 Data Set¶ https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/data_analysis/Diabetes%20130-US%20hospitals%20for%20years%201999-2008%20Data.ipynb

Hear_Disease_Data_Exploration https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/data_analysis/Hear_Disease_Data_Exploration.ipynb

Statistical_Tests_Significance_testing_AB_Testing_Simpson_paradox https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/data_analysis/Statistical_Tests_Significance_testing_AB_Testing_Simpson_paradox.ipynb

Titanic_analysis https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/data_analysis/Titanic_analysis.ipynb

Transactions dataset research task. https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/data_analysis/Transactions%20dataset%20research%20task.ipynb

Task for Data Scientist - Analyze reddit group¶ https://github.com/VolodymyrGavrysh/My_RoadMap_Data_Science/blob/master/data_analysis/reddit_analysis_task.ipynb

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Other Completed Projects

all here https://github.com/VolodymyrGavrysh/DataCamp_projects

Course & projects	Topics	Status
Network analysis of Game of Thrones	Projects	completed
New Era of Data Analysis in Baseball	Projects	completed
Visual History of Nobel Prize Winners	Projects	completed

• +30 others completed projects (here https://github.com/VolodymyrGavrysh/DataCamp_projects)

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MLcourse.ai Open Machine Learning Course

https://mlcourse.ai/rating official page

5th session 2019, 368th from 2360 participants https://docs.google.com/spreadsheets/d/15e1K0tg5ponA5R6YQkZfihrShTDLAKf5qeKaoVCiuhQ/edit#gid=0

4th session 2018, 384th place from 2200 participants https://docs.google.com/spreadsheets/d/19AGEhUQUol6_kNLKSzBsjcGUU3qWy3BNUg8x8IFkO3Q/edit#gid=0&range=A384

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Professional career on LinkedIn https://www.linkedin.com/in/volodymyrgavrish/

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Account on Kaggle https://www.kaggle.com/volodymyrgavrysh

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DataCamp account&progress https://www.datacamp.com/profile/VolodymyrGavrysh

Course & projects	Topics	Status
Python Programmer for DS	CAREER TRACK, 23 courses	completed
Data Scientist with Python	CAREER TRACK, 22 courses	completed
Data Analyst with Python	Python for DS 4 courses	completed
Machine Learning with Python	SKILL TRACK 4 courses	completed
Statistics Fundamentals	SKILL TRACK 4 courses	completed
Deep Learning in Python	course	completed
Supervised Learning scikit-learn	course	completed
Building Chatbots in Python	course	completed
Unsupervised Learning in Python	course	completed
Advanced Deep Learning by Keras	course	completed

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Course & projects	Topics	Status
Data Visualization	SKILL TRACK 4 courses	completed
Big Data Fundamentals via PySpark	course	inprogress
Extreme Gradient Boosting with XGBoost	course	inprogress
Deep Learning with Keras in Python	course	completed
Convolutional Neural Networks for Image	course	completed
Machine Learning with Tree-Based Modele	course	inprogress
Deep Learning with PyTorche	course	completed
Customer Analytics & A/B Testing in Py	course	inprogress
Winning a Kaggle Competition in Python	course	completed
Unit Testing for Data Science in Python	course	inprogress

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hackathon and competitions

hackathons and competitions
Deloitte Touche. sentiment analysis 2018. member of team.
Vodafon. customer base analysis 2018. https://www.kaggle.com/c/aibooster-vodafone-music-challenge

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Publications

Links
'Testing the null hypothesis using bootstrapping on the example of salaries of Ukrainian programmers'

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Coursera

Introduction to Finance https://www.coursera.org/api/legacyCertificates.v1/spark/statementOfAccomplishment/112~698735/pdf Foundations of Business Strategy https://www.coursera.org/api/legacyCertificates.v1/spark/statementOfAccomplishment/971029~698735/pdf Engaging Citizens: A Game Changer for Development? https://www.coursera.org/api/legacyCertificates.v1/spark/statementOfAccomplishment/976482~698735/pdf