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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)