[PROGRESS] Ruchitraa

[Ruchitraa]

Participant Details

Name/Nickname: Ruchitraa Pronouns: she/her Domain: Machine Learning

I am a beginner and want to explore machine learning.

Milestones

• [x] Code for 30 days
• [x] Learn new concepts in ML.
• [x] Do projects related to it using Python.

  Checklist

• [x] I've read the Code of Conduct, Rules and Guidelines
• [x] I've named this Issue as indicated
• [x] I've been assigned a mentor

[Ruchitraa]

Day 1

What I Learned Today

• Object Oriented Programming in Python

What I'll Learn Tomorrow

• Basic Markdown

[Ruchitraa]

Day 2

What I Learned Today

• Basic Markdown

What I'll Learn Tomorrow

• Setting up and using Anaconda Environment

[gokulk03]

just provide some more info in the participant details and also in the milestones

[Ruchitraa]

Day 3

What I Learned Today

• Setting up and using Anaconda Environment

What I'll Learn Tomorrow

• Data Analytics with Python (youtube video)

[Ruchitraa]

Day 4

What I Learned Today

• Data Analytics with Python (youtube video)

What I'll Learn Tomorrow

• Start working on Week-1 Project.

[Ruchitraa]

Day 5

What I Learned Today

• Working on Week-1 Project.

What I'll Learn Tomorrow

• Week 1 Project - Need to describe functions using Markdown.

[Ruchitraa]

Day 6

What I Learned Today

• Completed Week 1 Project

What I'll Learn Tomorrow

• Numpy

[Ruchitraa]

Day 7

What I Learned Today

• Numpy

What I'll Learn Tomorrow

• Pandas

[Ruchitraa]

Day 8

What I Learned Today

• Pandas

What I'll Learn Tomorrow

• Matplotlib

[Ruchitraa]

Day 10

What I Learned Today

• Matplotlib

What I'll Learn Tomorrow

• YouTube video - Python Libraries for Data Science

[Ruchitraa]

Day 11

What I Learned Today

• YouTube video - Python Libraries for Data Science

What I'll Learn Tomorrow

• Scikit learn

[Ruchitraa]

Day 12

What I Learned Today

• Scikit learn

What I'll Learn Tomorrow

• Learn Encoding for Classification

[Ruchitraa]

Day 13

What I Learned Today

• Learn Encoding for Classification

What I'll Learn Tomorrow

• Plotting various graphs using Matplotlib

[Ruchitraa]

Day 14

What I Learned Today

• Plotting various graphs using Matplotlib

What I'll Learn Tomorrow

• A Guide To Complete Statistics For Data Science Beginners (from resources)

[Ruchitraa]

Day 15

What I Learned Today

• A Guide To Complete Statistics For Data Science Beginners (from resources)

What I'll Learn Tomorrow

• An Extensive Step by Step Guide to Exploratory Data Analysis (from resources)

[Ruchitraa]

Day 16

What I Learned Today

• An Extensive Step by Step Guide to Exploratory Data Analysis (from resources)

What I'll Learn Tomorrow

• Perform Exploratory Data Analysis

[Ruchitraa]

Day 17

What I Learned Today

• Perform Exploratory Data Analysis

What I'll Learn Tomorrow

• Perform Exploratory Data Analysis (continue)

[Ruchitraa]

Day 18

What I Learned Today

• Perform Exploratory Data Analysis (continue)

What I'll Learn Tomorrow

• Understanding significance of Confusion Matrix and Box plots.

[Ruchitraa]

Day 19

What I Learned Today

• Understanding significance of Confusion Matrix and Box plots.

What I'll Learn Tomorrow

• Learn various metric and loss functions

[Ruchitraa]

Day 20

What I Learned Today

• Learn various metric and loss functions

What I'll Learn Tomorrow

• SONAR Rock vs Mine Prediction with Python (youtube)

[Ruchitraa]

Day 21

What I Learned Today

• SONAR Rock vs Mine Prediction with Python (youtube)

What I'll Learn Tomorrow

• XGBoost: Theory & Practice (from resources)

[Ruchitraa]

Day 22

What I Learned Today

• XGBoost: Theory & Practice (from resources)

What I'll Learn Tomorrow

• XGBoost: Theory & Practice (from resources)(continued)

[Ruchitraa]

Day 23

What I Learned Today

• XGBoost: Theory & Practice

What I'll Learn Tomorrow

• Youtube Video - Diabetes Prediction using machine learning with python

[Ruchitraa]

Day 24

What I Learned Today

• Youtube Video - Diabetes Prediction using machine learning with python

What I'll Learn Tomorrow

• continue the same

[Ruchitraa]

Day 25

What I Learned Today

• Diabetes Prediction using machine learning with python

What I'll Learn Tomorrow

• Revise Numpy, Pandas, Matpotlib

[Ruchitraa]

Day 26

What I Learned Today

• Revise Numpy, Pandas, Matpotlib

What I'll Learn Tomorrow

• Revise Confusion Matrix and box plots

[Ruchitraa]

Day 27

What I Learned Today

• Revise Confusion Matrix and box plots

What I'll Learn Tomorrow

• Learn more about Exploratory Data Analysis

[Ruchitraa]

Day 28

What I Learned Today

• Learn more about Exploratory Data Analysis

What I'll Learn Tomorrow

• continue the same

[Ruchitraa]

Day 29

What I Learned Today

• Learn more about Exploratory Data Analysis

What I'll Learn Tomorrow

• Youtube - House Price Prediction using machine learning with python

[Ruchitraa]

Day 30

What I Learned Today

• Youtube - House Price Prediction using machine learning with python

What I'll Learn Tomorrow

• Challenge Completed !!