End To End Data Science Project Implementation In One Shot- Part 1

Krish Naik · Beginner ·📐 ML Fundamentals ·3y ago

Skills: ML Pipelines90%ML Maths Basics50%

In this videos we will be seeing how we can implement end to end Data Science Project Implementation Project Code: https://github.com/krishnaik06/mlproject Join iNeuron's Data Science Masters Course with Job Guaranteed Starting From April 3rd 2023 https://ineuron.ai/course/Full-Stack-Data-Science-Masters Join the PWSKILLS Data Science Masters Course Best Affordable Data Science Course From Pwskills(6-7 Months) Impact Batch:- Data-Science-Masters (Full Stack Data Science) 1. Data Science Masters Hindi: https://bit.ly/3CKX1od (Hindi) 2. Data Science Masters English: https://bit.ly/3iEjWuH (English) Timings 00:00:00 Introduction 00:08:52 Github And Code Set up 00:14:30 Project Structure, Logging And Exception Handling 01:20:33 EDA And Model Training 01:55:02 Data Ingestion 02:19:38 Data Transformation 02:59:50 Model Trainer 03:34:30 Predict Pipeline 4:04:30 Model Deployment Join this channel membership to get access to materials: https://www.youtube.com/channel/UCNU_lfiiWBdtULKOw6X0Dig/join check out the end to end project playlist https://youtube.com/playlist?list=PLZoTAELRMXVPS-dOaVbAux22vzqdgoGhG Check Out My Other Playlist Python Playlist: Python In English:https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVNUL99R4bDlVYsncUNvwUBB Python In Hindi: https://www.youtube.com/watch?v=MJd9d9Mpxg0&list=PLTDARY42LDV4qqiJd1Z1tShm3mp9-rP4v Stats Playlist: English 7 Days Statistics Live Session :https://www.youtube.com/watch?v=11unm2hmvOQ&list=PLZoTAELRMXVMgtxAboeAx-D9qbnY94Yay Hindi: Stats Playlist: https://www.youtube.com/watch?v=7y3XckjaVOw&list=PLTDARY42LDV6YHSRo669_uDDGmUEmQnDJ Complete ML Playlist: https://www.youtube.com/watch?v=bPrmA1SEN2k&list=PLZoTAELRMXVPBTrWtJkn3wWQxZkmTXGwe Hindi: ML Playlist: https://www.youtube.com/watch?v=7uwa9aPbBRU&list=PLTDARY42LDV7WGmlzZtY-w9pemyPrKNUZ 5 DaysLive Deep Learning Playlist: https://www.youtube.com/watch?v=8arGWdq_KL0&list=PLZoTAELRMXVPiyueAqA_eQnsycC_DSBns Complete Deep Learning Playlist: https://www.

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Face and Eye Detection from Images using HAAR Cascade Classifier

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Car Detection using HAAR Cascade and Opencv from Videos.

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Complete Life Cycle of a Data Science Project

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Tutorial 29-R square and Adjusted R square Clearly Explained| Machine Learning

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Cross Validation using sklearn and python | Machine Learning

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Handling Missing Data Easily Explained| Machine Learning

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Deploy Machine Learning Model using Flask

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Deployment of Deep Learning Model using Flask

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How to Visualize Multiple Linear Regression in python

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K Nearest Neighbour Easily Explained with Implementation

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Predicting Heart Disease using Machine Learning

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Predicting Lungs Disease using Deep Learning

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Stock Sentiment Analysis using News Headlines

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Random Forest(Bootstrap Aggregation) Easily Explained

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Chapters (9)

Introduction

8:52 Github And Code Set up

14:30 Project Structure, Logging And Exception Handling

1:20:33 EDA And Model Training

1:55:02 Data Ingestion

2:19:38 Data Transformation

2:59:50 Model Trainer

3:34:30 Predict Pipeline

4:04:30 Model Deployment

Foundations of Data Structures and Algorithms in JavaScript