edaaydinea / 365-days-of-code-2022

This coding challenge is created by Eda AYDIN. This coding challenge aims to progress from Python programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.

365 Days of Code

This coding challenge is created by Eda AYDIN.This coding challenge aims to progress from Python Programming to Computer Vision, Natural Language Processing in Artificial Intelligence and Neuroscience.

Table of Contents

• 365 Days of Code
  • Table of Contents
    • January 2022
    • February 2022
    • March 2022
    • April 2022
    • May 2022
    • June 2022
    • July 2022
    • August 2022
    • September 2022
    • October 2022
    • November 2022
    • December 2022

January 2022

JANUARY 2022
Sources
Udemy: Python: Yapay Zeka için Python Programlama (1) Algoritmalar, Veri Yapıları ve Real - Life Python Problemleri (2) Veri Bilimi için İstatistik: Python ile İstatistik Coding Platforms : HackerRank, LeetCode, Coderbyte, Codility, Studytonight, Excersim, Codewars HackerRank Solutions LeetCode Solutions Coderbyte Solutions

 

February 2022

FEBRUARY 2022
Sources
Lectures: Patika.dev - Bootcamp Hızlandırma programı - Python Patika.dev Veri Analizi Patikası Patika.dev - Başlangıç Seviye Veri Bilimi Patikası Fundamentals of Neuroscience, Part 1: The Electrical Properties of the Neuron Coding Platforms : HackerRank, LeetCode, Coderbyte, Codility, Studytonight, Excersim, Codewars HackerRank Solutions LeetCode Solutions Coderbyte Solutions

 

March 2022

MARCH 2022
Sources
Books I read to improve my coding  and thinking skills: Algorithms - Part I Computer Science - An Interdisciplinary Approach Courses I use to improve my coding and thinking skills: Algorithm - Part 1 Calculus through Data & Modelling: Precalculus Review✅ Python - Programming for Everybody R Programming Environment C++ - C for Everyone - Programming Fundamentals SQL for Data Science Cancer Biology - Understanding Cancer Metastasis Algorithm - Part 1 M.Eng. - Research Student: Machine Learning Advanced Artificial Intelligence AI in Healthcare Neural Engineering: Neurobiology Neuroscience: Neurons and Network Graduate Research Multiple Sclerosis Dementia Coding Platforms : HackerRank, LeetCode, Coderbyte, Codility, Studytonight, Excersim, Codewars LeetCode Solutions Coderbyte Solutions

 

April 2022

APRIL 2022
Sources
Books I read to improve my coding and thinking skills for coding interview: Algorithms - Part I ✅ Computer Science - An Interdisciplinary Approach ✅ Mathematics for Machine Learning Introduction to Statistics with Python Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Courses I use to improve my coding and thinking skills: Algorithm - Part 1 ✅ Computer Science: Programming with a Purpose ✅ Mathematics for Machine Learning - Linear Algebra ✅ Python - Programming for Everybody ✅ R Programming Environment ✅ Julia Scientific Programming ✅ SQL for Data Science ✅ Machine Learning M.Eng. - Research Student: Machine Learning Advanced Artificial Intelligence AI in Healthcare Neural Engineering: Cancer Biology  Neurobiology Computational Neuroscience Neuroscience: Neurons and Network ✅ Neuroscience: The Brain ✅ Graduate Research Multiple Sclerosis Dementia Coding Platforms : HackerRank, LeetCode, Coderbyte, Codility, Studytonight, Excersim, Codewars LeetCode Solutions Coderbyte Solutions

 

May 2022

MAY 2022
Sources
Books I read to improve my coding and thinking skills for coding interview: Mathematics for Machine Learning Introduction to Statistics with Python Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Courses I use to improve my coding and thinking skills: 100 Days of Code: The Complete Python Pro BootCamp for 2022 The Complete Java Development Bootcamp R Programming A-Z: R for Data Science with Real Exercises Julia Programming For Data Science & Machine Learning: Julia Mathematics for Machine Learning Specialization Introduction to Statistics SQL + Database Design A-Z: Learn MS SQL Server + PostgreSQL Stanford CS229: Machine Learning | Autumn 2018 Machine Learning Professional Certificate Complete 2022 Data Science & Machine Learning Bootcamp M.Eng. - Research Student: Machine Learning Advanced Artificial Intelligence AI in Healthcare Neural Engineering: Cancer Biology  Neurobiology Computational Neuroscience Graduate Research Multiple Sclerosis Traumatic Brain Injury Dementia Coding Platforms : HackerRank, LeetCode, Coderbyte, Codility, Studytonight, Excersim, Codewars LeetCode Solutions Coderbyte Solutions

 

June 2022

JUNE 2022
Sources
Books I read to improve my coding and thinking skills for coding interview: Mathematics for Machine Learning Introduction to Statistics with Python Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems Courses I use to improve my coding and thinking skills: 100 Days of Code: The Complete Python Pro BootCamp for 2022 The Complete Java Development Bootcamp R Programming A-Z: R for Data Science with Real Exercises Julia Programming For Data Science & Machine Learning: Julia Mathematics for Machine Learning Specialization Introduction to Statistics SQL + Database Design A-Z: Learn MS SQL Server + PostgreSQL Stanford CS229: Machine Learning | Autumn 2018✅ Machine Learning Professional Certificate Machine Learning - Andrew NG✅ Complete 2022 Data Science & Machine Learning Bootcamp M.Eng. - Research Student: Machine Learning Advanced Artificial Intelligence AI in Healthcare Neural Engineering: Cancer Biology  Neurobiology Computational Neuroscience Graduate Research Multiple Sclerosis Traumatic Brain Injury Dementia Coding Platforms : HackerRank, LeetCode, Coderbyte, Codility, Studytonight, Excersim, Codewars LeetCode Solutions Coderbyte Solutions

 

July 2022

JULY 2022
Sources
Bootcamps Miuul Machine Learning Summer Bootcamp Module 1: Python Programming ✅ Module 2: Data Analysis with Python ✅ Module 3: Feature Engineering ✅ Module 4: Machine Learning – Part 1 ✅ Introduction to Machine Learning Linear Regression Logistic Regression UpSchool - Google Developer Machine Learning Bootcamp Deep Learning Specialization Course 1: Neural Networks and Deep Learning ✅

 

August 2022

AUGUST 2022
Sources
Bootcamps Miuul Machine Learning Summer Bootcamp Module 5: Machine Learning – Part 2 ✅ KNN CART Advanced Tree Methods Imbalanced Datasets Module 6: Machine Learning – Part 3 ✅  Unsupervised Learning Machine Learning Pipeline Miuul Machine Learning Final Exam ✅ I successfully completed the summer bootcamp by getting 86 points in the final exam. Data Engineer Workshop (August 18, 2022) ✅ Data Analyst Workshop (August 19, 2022) ✅ Data Scientist Workshop (August 20, 2022) ✅ UpSchool - Google Developer Machine Learning Bootcamp Deep Learning Specialization Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization Global AI Hub - Akbank - Machine Learning Bootcamp✅

September 2022

SEPTEMBER 2022
Sources
Bootcamps UpSchool - Google Developer Machine Learning Bootcamp Deep Learning Specialization Course 2: Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization✅ Course 3: Structuring Machine Learning Projects🚧 TensorFlow Developer - Professional Certificate Course 1: Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning 🚧 Course 2: Convolutional Neural Networks in TensorFlow 🚧 Projects: Prediction of the Different Progressive Levels of Alzheimer's Disease, UpSchool - Google Developer Machine Learning Bootcamp✅

October 2022

OCTOBER 2022
Sources
Bootcamps UpSchool - Google Developer Machine Learning Bootcamp Deep Learning Specialization Course 3: Structuring Machine Learning Projects ✅ Course 4: Convolutional Neural Networks 🚧 TensorFlow Developer - Professional Certificate Course 1: Introduction to TensorFlow for Artificial Intelligence, Machine Learning, and Deep Learning ✅ Course 2: Convolutional Neural Networks in TensorFlow ✅ Projects Prediction of the Different Progressive Levels of Alzheimer's Disease with MRI data, UpSchool - Google Developer Machine Learning Bootcamp✅

November 2022

NOVEMBER 2022
Sources
Bootcamps UpSchool - Google Developer Machine Learning Bootcamp Deep Learning Specialization ✅ Course 4: Convolutional Neural Networks ✅ Course 5: Sequence Models ✅ TensorFlow Developer – Professional Certificate 🚧 Course 3: Natural Language Processing in TensorFlow 🚧 Course 4: Sequence, Time Series and Prediction Projects Low Grade Glioma Segmentation, UpSchool - Google Developer Machine Learning Bootcamp🚧

December 2022

DECEMBER 2022
Sources
Bootcamps UpSchool - Google Developer Machine Learning Bootcamp TensorFlow Developer – Professional Certificate ✅ Course 3: Natural Language Processing in TensorFlow ✅ Course 4: Sequence, Time Series and Prediction ✅ TensorFlow Developer Certificate Exam ✅ Research Projects Low Grade Glioma Segmentation,UpSchool - Google Developer Machine Learning Bootcamp🚧 Competition BI-RADS Category Composition Estimation in Computer Vision Screening Mammograms, TeknoFest Artificial Intelligence in Health Competition🚧