Ashish Kamboj's Projects
Animated Graphs/Visualization
My GitHub Profile README.
A portfolio website which describes my career journey, experiences, skill sets and projects I have worked on
AutoML Libraries for training multiple ML models in one go with less code.
Data analysis and Model building on large datasets using Hive and Spark
EDA and Machine Learning Models in R and Python (Regression, Classification, Clustering, SVM, Decision Tree, Random Forest, Time-Series Analysis, Recommender System, XGBoost)
Contains questions, ebooks, and courses related to Data Science, Machine Learning, R, Python, and Spark.
Building and Deploying LLM models
Market Mix Modelling for an eCommerce firm to estimate the impact of various marketing levers on sales
Code snippet for different machine learning and deep learning techniques for model building, feature engineering, missing value imputation, EDA, and data reading/pulling/extraction/cleaning.
Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production
Text data analysis, Name-Entity Recognition and Topic Modeling for automating and building ML models
Basics of Python programming: data structures (such as lists and dictionaries, functions, conditional statements and loops, comprehensions, etc). Python for data analysis(numpy and pandas). Data visualization (matplotlib, seaborn)
Simple & Easy-to-use python modules to perform Quick Exploratory Data Analysis for any structured dataset!
Provides simple explanation for tools, services and different technology concepts