Ninad Mandavkar Ninad077

Ninad077 /README.md

Hi there, I'm Ninad

📫 How to reach me: ninadmandavkar28@gmail.com
👨‍💻 All of my Data Science projects are available at: https://github.com/Ninad077
📝Check out my blogs on Machine Learning: https://medium.com/@ninadmandavkar28
🌐 Web applications profile: Hugging face profile : https://huggingface.co/Ninad077
🌐 Eclipse: https://eclipsev2.streamlit.app/

Eclipse is an open source web application designed by me to teach Python preprocessing, Machine Learning & Deep Learning from scratch.

Sidenote: In case of trouble rendering the notebooks on Github copy-paste the repository url in nbviewer to view them: https://nbviewer.org/
⚡ Fun fact I'm a Potterhead.

Machine_Learning-Linear_Regression Machine_Learning-Linear_Regression Public

Content: Machine Learning (Overview & Process Flow), Linear Regression concept, Assumption checking, Linearity, Multi co-linearity, Auto correlation, Outliers, Null value treatment, EDA, Splitting ...

HTML
Python_Exploratory_Data_Analysis-EDA Python_Exploratory_Data_Analysis-EDA Public

Content: Plotting_line_&_bar_graphs_using_plt_&_sns, labelling_the_axes_&_titles, groupby_function, count_value_function, dropping_a_column, Exploratory_data_analysis_(EDA), Data_preprocessing

Jupyter Notebook
Python_Null_value_treatment_and_Statistical_functions Python_Null_value_treatment_and_Statistical_functions Public

Content: Data_preprocessing, Head_&_Tail_functions, Fetching_a_coulmn, extracting_column_info_&_dtypes, Statistical_functions_(mean, median & mode), Null_value_treatment, unique_value_treatment

Jupyter Notebook
Python_Outliers_and_Correlation Python_Outliers_and_Correlation Public

Content: Eliminating Outliers using Boxplot, Checking correlation using Scatter plot & Heat map, Types of Correlation, EDA, Data preprocessing

Jupyter Notebook