/My_RoadMap_Data_Science

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

Primary LanguageJupyter Notebook

Programming (Python )

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

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

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/

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

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

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

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

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

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

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
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

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

Publications

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

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