ashish-kamboj

Market-Mix-Modeling

Market Mix Modelling for an eCommerce firm to estimate the impact of various marketing levers on sales

Data-Science

EDA and Machine Learning Models in R and Python (Regression, Classification, Clustering, SVM, Decision Tree, Random Forest, Time-Series Analysis, Recommender System, XGBoost)

NLP

Text data analysis, Name-Entity Recognition and Topic Modeling for automating and building ML models

learning-material

Contains questions, ebooks, and courses related to Data Science, Machine Learning, R, Python, and Spark.

mlops

Repository contains the detail about ML model deployment and building end-to-end ML pipeline for production

Animation

Animated Graphs/Visualization

automl

AutoML Libraries for training multiple ML models in one go with less code.

ashish-kamboj

My GitHub Profile README.

ashish-kamboj.github.io

A portfolio website which describes my career journey, experiences, skill sets and projects I have worked on

ml-dl-techniques

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.

BigData-Analytics

Data analysis and Model building on large datasets using Hive and Spark

Deep-Learning

llmops

Building and Deploying LLM models

ML-Techniques

Python

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)

QuickDA

Simple & Easy-to-use python modules to perform Quick Exploratory Data Analysis for any structured dataset!

tech-simplified

Provides simple explanation for tools, services and different technology concepts