KASI's Projects
500 AI Machine learning Deep learning Computer vision NLP Projects with code
Advanced Deep Learning with Keras, published by Packt
๐ This repository serves as a comprehensive solution for AEROFIT Company's Exploratory Data Analysis (EDA), employing descriptive statistics and probability to gain insights and inform strategic decisions.
Streamlit app of the Ms-PHI3:3.8b with Ollama
Repository to store sample python programs for python learning
A Collection of Cheatsheets, Books, Questions, and Portfolio For DS/ML Interview Prep
๐ This repository provides solutions for SQL challenges created by Danny Ma, offering a comprehensive guide to mastering SQL through practical problem-solving.
Data Science E-books, Interview Resources and Cheat-sheets
Data science interview questions and answers
Data science Python notebooks: Deep learning (TensorFlow, Theano, Caffe, Keras), scikit-learn, Kaggle, big data (Spark, Hadoop MapReduce, HDFS), matplotlib, pandas, NumPy, SciPy, Python essentials, AWS, and various command lines.
This tutorial playlist covers data structures and algorithms in python. Every tutorial has theory behind data structure or an algorithm, BIG O Complexity analysis and exercises that you can practice on.
List of Data Science Cheatsheets to rule the world
Understanding Deep Learning - Simon J.D. Prince
๐ This repository of Delhivery's logistical endeavors, emphasizing the utilization of data processing, feature extraction, and hypothesis testing methodologies, A meticulous comparison analysis of ACTUAL vs OSRM time-distance metrics, we unveil intricate patterns, providing invaluable insights and metrics for decision-making with precision.
๐ Detailed Code Files Starting from Essential Libraries to Advanced Machine Learning and Deep Learning Algorithm Theory with Implementation. Save for Later โญ Happy Learning :)
18 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
PandasAI is the Python library that integrates Gen AI into pandas, making data analysis conversational
๐ This repository provides an in-depth exploration of the predictive linear regression model tailored for Jamboree Institute students' data, with the goal of assisting their admission to international colleges. The analysis encompasses the application of Ridge, Lasso, and ElasticNet regressions to enhance predictive accuracy and robustness.
Config files for my GitHub profile.
Contains Company Wise Questions sorted based on Frequency and all time
๐ This repository delves into Logistic Regression for loan approval prediction at LoanTap. It covers data preprocessing, model development, evaluation metrics, and strategic business recommendations. Explore model optimization techniques such as confusion matrix, precision, recall, Roc curve and F1 score to effectively mitigate default risks.
book
๐ This repository conducts an Exploratory Data Analysis (EDA) on the OTT streaming platform 'NETFLIX,' offering insights into user behavior, content trends, and key metrics to enhance understanding and inform strategic decisions.
Highly cited and useful papers related to machine learning, deep learning, AI, game theory, reinforcement learning
Powerplay assessment
All Algorithms implemented in Python
Data Science and Machine Learning codes for Scaler Edge Batch
A cheat sheet for streamlit
๐ This repository serves as a business case study for a prominent retail supermarket, leveraging SQL to analyze and derive valuable insights, aiding in strategic decision-making for the retail giant.