dktalaicha

911EmergencyCallsAnalysisLinearRegression

BayesianOptimization

BreastCancerDiagnosticByKeras-EarlyStoppingAndDroping

Cat-DogClassificationUsingKerasCNN

Covid-19_Analysis_MySQL

Deep-Learning-with-Keras

Deep Learning using the Keras

Machine-Learning-Algorithim-with-Scikit-learn

Machine Learning Predictions using the Python package Sciket Learn

Machine-Learning-with-R

Machine Learning Predictions with R Language

Natural-Language-Processing

Natural Language Processing (NLP) basics

udemy-docker-mastery

Udemy Course to build, compose, deploy, and manage containers from local development to high-availability in the cloud

dktalaicha/udemy-docker-mastery

Udemy Course to build, compose, deploy, and manage containers from local development to high-availability in the cloud

dktalaicha/911EmergencyCallsAnalysisLinearRegression

dktalaicha/BayesianOptimization

dktalaicha/BreastCancerDiagnosticByKeras-EarlyStoppingAndDroping

dktalaicha/Cat-DogClassificationUsingKerasCNN

dktalaicha/Covid-19_Analysis_MySQL

dktalaicha/Deep-Learning-with-Keras

Deep Learning using the Keras

dktalaicha/Machine-Learning-Algorithim-with-Scikit-learn

Machine Learning Predictions using the Python package Sciket Learn

dktalaicha/Machine-Learning-with-R

Machine Learning Predictions with R Language

dktalaicha/Natural-Language-Processing

Natural Language Processing (NLP) basics

dktalaicha/COVID19GlobalForecasting

dktalaicha/CreditCardFraudDetection

dktalaicha/Data-Science--Cheat-Sheet

Cheat Sheets

dktalaicha/DataScienceR

a curated list of R tutorials for Data Science, NLP and Machine Learning

dktalaicha/deeplearninggroupF

LSTM For Stock Market Prediction

dktalaicha/flask-crud

dktalaicha/HouseSalesInKingCountyUSA-Keras

dktalaicha/MarketingCustomerLifeTimeValuePrediction

dktalaicha/MLOps_Workshop

Azure MLOps

dktalaicha/MySQL-Commands-to-Import-Export-Data

dktalaicha/OSIC_PulmonaryFibrosisProgression

dktalaicha/PimaIndiansDiabetesDetectionByKNN

dktalaicha/Predict_Bank_Loan_Defaulter

Predicting the probability that a member will default.

dktalaicha/PythonDataScienceHandbook

Python Data Science Handbook: full text in Jupyter Notebooks

dktalaicha/pytorch-Deep-Learning

Deep Learning (with PyTorch)

dktalaicha/SmsSpamDetectionNLP

The purpose of this article is to understand how we can use NLP to build SMS spam detection model. Particularly, we will build a binary classification model to detect whether a text message is spam or not (aka Ham).

dktalaicha/Stanford-Project-Predicting-stock-prices-using-a-LSTM-Network

Stanford Project: Artificial Intelligence is changing virtually every aspect of our lives. Today’s algorithms accomplish tasks that until recently only expert humans could perform. As it relates to finance, this is an exciting time to adopt a disruptive technology that will transform how everyone invests for generations. Models that explain the returns of individual stocks generally use company and stock characteristics, e.g., the market prices of financial instruments and companies’ accounting data. These characteristics can also be used to predict expected stock returns out-of-sample. Most studies use simple linear models to form these predictions [1] or [2]. An increasing body of academic literature documents that more sophisticated tools from the Machine Learning (ML) and Deep Learning (DL) repertoire, which allow for nonlinear predictor interactions, can improve the stock return forecasts [3], [4] or [5]. The main goal of this project is to investigate whether modern DL techniques can be utilized to more efficiently predict the movements of the stock market. Specifically, we train a LSTM neural network with time series price-volume data and compare its out-of-sample return predictability with the performance of a simple logistic regression (our baseline model).

dktalaicha/Stock-Market-Abuse-Detection

Market Abuse Detection - In this task we need to retrieve stock data for Amazon and analyse some client data in order to find some suspicious behaviours.

dktalaicha/Swiggy_Case_Analysis_MySQL

dktalaicha/tipsterchallenge

TipsterChallenge.Com is a Global and Innovative FREE Horse Racing, Competition based on UK Horse Racing