Ninad077

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Ninad Mandavkar Ninad077

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Ninad077/README.md

Hi there, I'm Ninad

Weirdly curious & passionate about Maths & Programming.

📫 How to reach me: [email protected]
👨‍💻 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
🌐 Sales prediction app: https://sales-prediction-app.onrender.com/
🌐 Unicorn (Chatbot): https://huggingface.co/spaces/Ninad077/Unicorn
🌐 Image classifier: https://huggingface.co/spaces/Ninad077/Image_Classifier_
🌐 Eclipse: https://eclipse-ogrq.onrender.com/

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.

Connect with me:

Languages and Tools:

Stars

Statistics

Pinned

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