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https://github.com/harunurrashid97/100-Days-Of-ML-Code
A day to day plan for this challenge. Covers both theoritical and practical aspects
https://github.com/harunurrashid97/100-Days-Of-ML-Code
100-days-of-code 100daysofmlcode article data-preprocessing data-science datascience decision-tree eda exploratory-data-analysis implementation infographics linear-regression machine-learning machine-learning-algorithms python regression-algorithms siraj-raval-challenge textsummarization tutorials vizualization
Last synced: 2 months ago
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A day to day plan for this challenge. Covers both theoritical and practical aspects
- Host: GitHub
- URL: https://github.com/harunurrashid97/100-Days-Of-ML-Code
- Owner: harunurrashid97
- Created: 2018-08-07T11:04:20.000Z (over 6 years ago)
- Default Branch: master
- Last Pushed: 2023-02-06T08:29:31.000Z (almost 2 years ago)
- Last Synced: 2024-08-07T23:12:55.585Z (6 months ago)
- Topics: 100-days-of-code, 100daysofmlcode, article, data-preprocessing, data-science, datascience, decision-tree, eda, exploratory-data-analysis, implementation, infographics, linear-regression, machine-learning, machine-learning-algorithms, python, regression-algorithms, siraj-raval-challenge, textsummarization, tutorials, vizualization
- Language: Jupyter Notebook
- Homepage:
- Size: 11.8 MB
- Stars: 219
- Watchers: 20
- Forks: 108
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
Awesome Lists containing this project
README
# 100 Days Of ML Code
:point_up: This Banner Design by my buddy [Sheikh Anikul Islam Hani](https://github.com/SheikhAnikulIslam):octocat:.He is awesome person.:ok_hand: :bust_in_silhouette:
The creation of this repository was inspired by [Siraj Raval's challenge](https://www.linkedin.com/feed/update/urn:li:activity:6420525903968825344/) to code machine learning for at least an hour everyday for 100 days.
I nervously accepted this challenge in addition to working full time in the 2018 summer semester. I will use this repository to store code, jupyter notebook examples, and thought processes.
You can follow me on [@Medium](https://medium.com/@harunurrashid97)for interesting blog articles.
## Day 0 : Aug 5 to 6 , 2018 | Challenge Starting peparation
**Today's Progress** : I have setup all the things I needed to complete this challenge and also completed chosing the projects I will work on .
**Thoughts** : Hope this will be exiciting ,will help me in learning Machine Learning in a more effective way .
## Day 1 : Aug 7 , 2018 | [Crash course of Data Science and ML with Python](https://www.linkedin.com/feed/update/urn:li:activity:6432532718810169344/)
**Today's Progress** : I have completed article and code for Crash course of Data Science and ML with Python.
**Thoughts** : It is challenging for Beginners.But i will try easily explain of all things for Crash course of Data Science and ML with Python.
**Link of Work**: [Article](https://hackernoon.com/10-ways-to-make-python-a-dangerous-language-for-data-science-6b88566ac040) => [code](http://bit.ly/2KC7EvY)
## Day 2 : Aug 8 , 2018 | [Exploratory Data Analysis(EDA)](https://www.linkedin.com/feed/update/urn:li:activity:6432869901274312704)
**Today's Progress** : Today I've spent many hours exploring Exploratory data analysis.It plays a role in the work of data science and machine learning.
**Thoughts** : I am giving a brief intro of Exploratory data analysis(EDA) in Python with help of pandas and matplotlib.And I am using a dataset on Super Store's for this.
**Link of Work**: [Article](https://hackernoon.com/overview-of-exploratory-data-analysis-with-python-6213e105b00b) => [code](http://bit.ly/2KytuAo)
## Day 3 : Aug 9 , 2018 | [Data PreProcessing](https://www.linkedin.com/feed/update/urn:li:activity:6433216669149159424)
**Today's Progress** : Today I've spent many hours exploring Data Preprocessing.Check Out :point_up: this Amazing Infographic I made which gives a complete step by step guide to data preprocessing.
**Link of Work**: [Article](https://medium.com/datadriveninvestor/data-preprocessing-for-machine-learning-188e9eef1d2c) => [Code](http://bit.ly/2KDkTfT)
## Day 4 : Aug 12 , 2018 | [Simple Linear Regression](https://www.linkedin.com/feed/update/urn:li:activity:6434122254916902912)
**Today's Progress** : Today I've spent many hours exploring on Simple Linear Regression, check it out. I think infographics are a worthy replacement of lengthy articles on these topics.
**Link of Work**: [Article](http://bit.ly/2MbIzO4) => [Code](http://bit.ly/2MjvQrS)
## Day 5 : Sep 29 , 2018 | [Decision Trees](https://www.linkedin.com/feed/update/urn:li:activity:6451684610320502784)
**Today's Progress** : Today I've spent many hours exploring on Decision tree classification algorithm. I think infographics are a worthy replacement of lengthy articles on these topics.
**Link of Work**: [Article](https://bit.ly/2jnSH5w) => [code](https://bit.ly/2xLec7M)
## Day 6 : Jan 2 , 2019 | [Summarization With Wine Reviews Using spaCy](https://twitter.com/Shimanto47/status/1080707882197278722)
**Today's Progress** : Today I've spent many hours exploring on Text summarization on NLP.
**Link of Work**: [Article](https://goo.gl/Gr7kcG) => [code](https://goo.gl/rZatDk)
## Day 7 : Jan 11 , 2019 | [Artificial Neural Networks (ANN)](https://twitter.com/Shimanto47/status/1083786783911890944)
**Today's Progress** : Today I've spent many hours exploring on Artificial Neural Networks (ANN).
**Link of Work**: [Article](https://goo.gl/E2mTx1) => [code](https://goo.gl/xSJZCZ)
## Day 8 : Jan 17 , 2019 | [Naive Bayes](https://www.linkedin.com/feed/update/urn:li:activity:6491368088909504512)
**Today's Progress** : Today I've spent many hours exploring on Naive Bayes (NB).
**Link of Work**: [Article](https://goo.gl/YhgWKm) => [code](https://goo.gl/2KjZkC)
## Day 9 : Jan 20 , 2019 | [Twitter Sentimental Analysis](https://www.linkedin.com/feed/update/urn:li:activity:6492808074607333376)
**Today's Progress** : Today I've spent many hours exploring on Twitter Sentimental Analysis(TSA).
**Link of Work**: [Article](https://goo.gl/tn4t8E) => [code](https://goo.gl/JwQQ8g)
## Day 10 : Jan 22 , 2019 | [Support Vector Machine](https://www.linkedin.com/feed/update/urn:li:activity:6493492920488984576)
**Today's Progress** : Today I've spent many hours exploring on Support Vector Machine(SVM).
**Link of Work**: [Article](https://goo.gl/gKvFKk) => [code](https://goo.gl/vjSCwP)
## Day 11-13 : Feb 2,4,7 , 2019 | [A 3 day Python Bootcamp for ML Beginners](https://www.linkedin.com/feed/update/urn:li:activity:6498961828020916224)
**Today's Progress** : A simple effort from me to make a Python bootcamp 3 Days for beginners who are enthusiastic about Machine Learning.
**Link of Work**: [Article](https://goo.gl/fiyAzC) => [code](https://goo.gl/iF59Kw)
# Contributing
[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/0)[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/1)[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/2)[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/3)[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/4)[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/5)[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/6)[](https://sourcerer.io/fame/harunshimanto/harunshimanto/100-Days-Of-ML-Code/links/7)