Courses

This repository contains my solutions for programming assignments from online courses and books, as well as certificates.

Contents:

TITLE	ASSIGNMENTS	CERTIFICATE	TYPE	NOTE
Introduction to Data Science in Python	Folder	Link	Course (Coursera)	1/5 in the Applied Data Science with Python Specialization (CERTIFICATE)
Applied Plotting, Charting & Data Representation in Python	Folder	Link	Course (Coursera)	2/5 in the Applied Data Science with Python Specialization (CERTIFICATE)
Applied Machine Learning in Python	Folder	Link	Course (Coursera)	3/5 in the Applied Data Science with Python Specialization (CERTIFICATE)
Applied Text Mining in Python	Folder	Link	Course (Coursera)	4/5 in the Applied Data Science with Python Specialization (CERTIFICATE)
Applied Social Network Analysis in Python	Folder	Link	Course (Coursera)	5/5 in the Applied Data Science with Python Specialization (CERTIFICATE)
Neural Networks and Deep Learning	Folder	Link	Course (Coursera)	1/5 in the Deep Learning Specialization (CERTIFICATE)
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization	Folder	Link	Course (Coursera)	2/5 in the Deep Learning Specialization (CERTIFICATE)
Structuring Machine Learning Projects		Link	Course (Coursera)	3/5 in the Deep Learning Specialization (CERTIFICATE)
Convolutional Neural Networks	Folder	Link	Course (Coursera)	4/5 in the Deep Learning Specialization (CERTIFICATE)
Sequence Models	Folder	Link	Course (Coursera)	5/5 in the Deep Learning Specialization (CERTIFICATE)
Mathematics and Python for Data Analysis		Link	Course (Coursera)	1/6 in the Machine Learning and Data Analysis Specialization (CERTIFICATE)
Supervised Learning		Link	Course (Coursera)	2/6 in the Machine Learning and Data Analysis Specialization (CERTIFICATE)
Unsupervised Learning		Link	Course (Coursera)	3/6 in the Machine Learning and Data Analysis Specialization (CERTIFICATE)
Statistics for Data Analysis		Link	Course (Coursera)	4/6 in the Machine Learning and Data Analysis Specialization (CERTIFICATE)
Data Analysis Applications		Link	Course (Coursera)	5/6 in the Machine Learning and Data Analysis Specialization (CERTIFICATE)
Data Analysis: The Capstone		Link	Course (Coursera)	6/6 in the Machine Learning and Data Analysis Specialization (CERTIFICATE)
Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning	Folder		Course (Coursera)	1/4 in the DeepLearning.AI TensorFlow Developer Specialization (CERTIFICATE)
Convolutional Neural Networks in TensorFlow	Folder		Course (Coursera)	2/4 in the DeepLearning.AI TensorFlow Developer Specialization (CERTIFICATE)
Natural Language Processing in TensorFlow	Folder		Course (Coursera)	3/4 in the DeepLearning.AI TensorFlow Developer Specialization (CERTIFICATE)
Sequences, Time Series and Prediction	Folder		Course (Coursera)	4/4 in the DeepLearning.AI TensorFlow Developer Specialization (CERTIFICATE)
Machine Learning (Andrew Ng)			Course (Coursera)	Single Course
Introduction to Deep Learning	Folder		Course (Coursera)	1/7 in the Advanced Machine Learning Specialization (CERTIFICATE)
How to Win a Data Science Competition: Learn from Top Kagglers	Folder		Course (Coursera)	2/7 in the Advanced Machine Learning Specialization (CERTIFICATE)
Bayesian Methods for Machine Learning	Folder		Course (Coursera)	3/7 in the Advanced Machine Learning Specialization (CERTIFICATE)
Practical Reinforcement Learning	Folder		Course (Coursera)	4/7 in the Advanced Machine Learning Specialization (CERTIFICATE)
Deep Learning in Computer Vision	Folder		Course (Coursera)	5/7 in the Advanced Machine Learning Specialization (CERTIFICATE)
Natural Language Processing	Folder		Course (Coursera)	6/7 in the Advanced Machine Learning Specialization (CERTIFICATE)
Addressing Large Hadron Collider Challenges by Machine Learning	Folder		Course (Coursera)	7/7 in the Advanced Machine Learning Specialization (CERTIFICATE)
Pandas	Folder	Link	Course (Kaggle)
Data Cleaning	Folder	Link	Course (Kaggle)
Data Visualization	Folder	Link	Course (Kaggle)
Intro to Machine Learning	Folder	Link	Course (Kaggle)
Intermediate Machine Learning	Folder	Link	Course (Kaggle)
Feature Engineering	Folder	Link	Course (Kaggle)
Intro to Deep Learning	Folder	Link	Course (Kaggle)
Computer Vision	Folder	Link	Course (Kaggle)
Natural Language Processing	Folder	Link	Course (Kaggle)
sql-ex.com (SELECT)	Folder		Course
sql-ex.com (DML)	Folder		Course
Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow	Folder		Book	2nd Edition
SQL in 10 Minutes a Day, Sams Teach Yourself			Book	5th Edition
Mathematics for Machine Learning			Book	1st Edition
Data Science from Scratch: First Principles with Python			Book	1st Edition
Python Data Science Handbook: Essential Tools for Working with Data			Book	1st Edition
Deep Learning with Python			Book	1st Edition
Deep Learning (Adaptive Computation and Machine Learning series)			Book	Illustrated Edition
SQL Cookbook			Book	2nd Edition
Understanding Financial Markets			Course (Coursera)	1/5 in the Investment Management Specialization (CERTIFICATE)
Meeting Investors' Goals			Course (Coursera)	2/5 in the Investment Management Specialization (CERTIFICATE)
Portfolio and Risk Management			Course (Coursera)	3/5 in the Investment Management Specialization (CERTIFICATE)
Securing Investment Returns in the Long Run			Course (Coursera)	4/5 in the Investment Management Specialization (CERTIFICATE)
Planning your Client's Wealth over a 5-year Horizon			Course (Coursera)	5/5 in the Investment Management Specialization (CERTIFICATE)
Machine Learning at MIPT			Course	Spring 2020 (lectures & practices)