airbnb_bookibg_analysis

bike_shearing_demand_prediection

we will go through simple but effective pre-processing steps and then we will dig deeper into the data and apply various machine learning regression techniques like Decision Trees, Random Forest and Ada boost regressor. We will find the best hyperparameters by parameter tuning using GridSearchCV for every regressor algorithm.

credit-card-default-prediction

If you miss payments or you don't pay the right amount, your creditor may send you a default notice, also known as a notice of default. If the default is applied it'll be recorded in your credit file and can affect your credit rating. An account defaults when you break the terms of the credit agreement.

human_pose_detection

What is meant by pose estimation? Pose estimation is a computer vision task that enables machines to detect human figures and understand their body pose in videos and images. It helps machines determine, for example, where the human knee is located in an image.

intelligent-video-surveillance

An intelligent video surveillance system also provides video cameras and recording solutions to monitor every part of the building and site perimeter. Yet it also utilizes smart security technology such as sensors and AI models.

music_store_analysis

netflix_movies_and_tv_shows_clustering

Unsupervised Machine Learning-Netflix Recommender recommends Netflix movies and TV shows based on a user's favorite movie or TV show. It uses a a K-Means Clustering model to make these recommendations. These models use information about movies and TV shows such as their plot descriptions and genres to make suggestions.

nitingour1203

real-time-hand-gesture-recognition

Gesture recognition is a means of human-machine interaction using only body actions without the aid of voice. The concept of recognising gestures using hands and/or other body parts is based on three layers: Detection, Tracking and Recognition.

resume_latex

Data Scientist resume in LaTeX

stock-price-prediction-project

The successful prediction of a stock's future price could yield significant profit. The efficient-market hypothesis suggests that stock prices reflect all currently available information and any price changes that are not based on newly revealed information thus are inherently unpredictable.