prashantyadav08's repositories
AmazingEDA
How to quickly get a handle on almost any tabular dataset.
AmazingPythonFeatures
Cool Python features for machine learning.
CodingExecise-Python
My implementation of useful data structures & algorithms.
DataPreparationAndFeatureEngineering
This repository contains "Data preparations" & "Feature engineering" techniques.
EDA-HealthInsuranceData
"Exploratory Data Analysis" on a health insurance data.
LinearAlgebraForMachineLearning
Basics of Linear Algebra.
Time-SeriesForecasting
Here, I have tried to explain & interpret terminologies relate to "Time-Series" forecasting
CricketAnalysisWorkshop
Workshop I practised on Cricket Analysis offered by "Mad About Sports"
DeepLearning
In this repository I have tried to implement the basic techniques, recipes and skills to train deep "neural networks".
DuplicateQuestions
Case study: Identify duplicate questions.
ImbalancedClassification
In this repository I have tried to implement techniques & terminologies for imbalanced classification.
import_pandas_as_pd
Just "pandas" things.
LSTMs
Common "Architectures" of Sequence prediction models
MachineLearning-InterviewQuestions
A repository to prepare for machine learning interview, involving most of the questions asked.
MachineLearningAlgorithms-Fundamentals
In this repository I have tried to implement step by step procedure to "Spot-Check" Machine Learning algorithms.
MachineLearningStatistics
Statistics for Machine Learning:
ML-AlgorithmsMaths
"Mathematics" behind the Machine Learning "Algorithms"
NumPy-Exercise
A collection of Numpy exercises.
PatientSurvival-Prediction
Case study: Predicting the survival of patients.
prashantyadav08
About me
Probability
This repository contains Probability concepts for applied Machine Learning.
RecognisingDefaulters
Case study: Help Micro Financing Institutions and other Lending companies to reduce Credit risks by recognizing potential Defaulters.
SensorAnalysis
Case Study: Telematic Exploratory Data Analysis.
SQL-Exercise
Fundamental commands for extracting data via SQL.
UnsupervisedLearning
In his repository I have tried to apply "Unsupervised Learning" techniques & fundamentals.