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2.93 GB

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0b718bcf61401937d8c3cc8ed462b89386040c93

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09-09-2024 17:34

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File	Size
Get Bonus Downloads Here.url	182.00 B
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/1 - 1 - Introduction to Linear Regression.mp4.mp4	59.06 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/10 - 10 - Tabulate Results.mov.mp4	12.54 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/2 - 2 - Linear Regression.mov.mp4	27.11 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/3 - 3 - Import Data.mov.mp4	34.36 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/4 - 4 -Outlier Function.mov.mp4	22.95 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/5 - 5 - Visualization.mov.mp4	33.87 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/6 - 6 - Encode Data.mov.mp4	30.38 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/7 - 7 - Linear Model.mov.mp4	26.94 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/8 - 8 - Cross Validation and RMSE.mov.mp4	10.12 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/9 - 9 - Plot Predictions.mov.mp4	28.94 MB
~Get Your Files Here !/1 - Linear Regression using House Rent Prediction/House_Rent_Dataset.csv.csv	553.67 kB
~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/1 - 1 - Introduction.mov.mp4	39.10 MB
~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/2 - 2 - Load Dataset.mov.mp4	29.98 MB
~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/2 - 3 - EDA.mov.mp4	47.11 MB
~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/3 - 4 - Modeling.mov.mp4	26.81 MB
~Get Your Files Here !/10 - Naive Bayes using Fraud Classification/4 - 5 - Results.mov.mp4	6.08 MB
~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/1 - 1 - Load Dataset.mov.mp4	74.69 MB
~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/2 - 2 - EDA.mov.mp4	45.00 MB
~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/3 - 3 - Modeling and Prediction.mov.mp4	76.65 MB
~Get Your Files Here !/11 - AdaBoost using Housing Price Prediction/house_pricing_data.csv.csv	2.40 MB
~Get Your Files Here !/12 - ARIMA/1 - 1 - Introduction Part 1.mov.mp4	16.58 MB
~Get Your Files Here !/12 - ARIMA/2 - 2 - Introduction Part 2.mov.mp4	54.34 MB
~Get Your Files Here !/12 - ARIMA/3 - 3 - Stationarity Checks.mov.mp4	16.39 MB
~Get Your Files Here !/12 - ARIMA/4 - 4 - Seasonal Decomposition Part 1.mov.mp4	20.64 MB
~Get Your Files Here !/12 - ARIMA/5 - 5 - Seasonal Decomposition Part 2.mov.mp4	43.10 MB
~Get Your Files Here !/12 - ARIMA/6 - 6 - Modeling and Prediction.mov.mp4	41.80 MB
~Get Your Files Here !/13 - XGB using Stock Dataset/1 - 1 - Introduction.mov.mp4	46.30 MB
~Get Your Files Here !/13 - XGB using Stock Dataset/2 - 2 - EDA.mov.mp4	29.72 MB
~Get Your Files Here !/13 - XGB using Stock Dataset/3 - 3 - Data Preparation.mov.mp4	42.83 MB
~Get Your Files Here !/13 - XGB using Stock Dataset/4 - 4 - Modeling.mov.mp4	84.73 MB
~Get Your Files Here !/13 - XGB using Stock Dataset/5 - 5 - Backtesting.mov.mp4	38.02 MB
~Get Your Files Here !/13 - XGB using Stock Dataset/6 - 6 - Results.mov.mp4	29.76 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/1 - 1 - Introduction.mp4.mp4	57.45 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/2 - 2 - Linear Regression Data.mov.mp4	28.42 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/3 - 3 - EDA Part 1.mov.mp4	44.07 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/4 - 4 - EDA Part 2.mov.mp4	50.60 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/5 - 5 - EDA Part 3.mov.mp4	13.96 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/6 - 6 - Variance Inflation Factor.mov.mp4	28.19 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/7 - 7 - Predictions.mov.mp4	78.63 MB
~Get Your Files Here !/2 - Multicollinearity using Car Dataset/Car_data.csv.csv	219.83 kB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/1 - 1 - Introduction.mov.mp4	126.62 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/2 - 2 - Logistic Regression.mp4.mp4	41.15 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/3 - 3 - EDA Part 1.mov.mp4	35.73 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/3 - 4 - EDA Part 2.mov.mp4	33.14 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/4 - 5 - Data Scaling Part 1.mov.mp4	16.33 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/5 - 6 - Data Scaling Part 2.mov.mp4	45.78 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/6 - 7 - Outlier Visualization.mov.mp4	129.21 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/7 - 8 - Predictions.mov.mp4	42.47 MB
~Get Your Files Here !/3 - Logistic Regression using Credit Card Fraud Classification/8 - 9 - Finding Best Parameters.mov.mp4	33.43 MB
~Get Your Files Here !/4 - SVC using Bank Customer Retirement Classification/1 - 1 - SVC.mov.mp4	44.47 MB
~Get Your Files Here !/4 - SVC using Bank Customer Retirement Classification/Bank_Customer_retirement.csv.csv	14.91 kB
~Get Your Files Here !/5 - Regularization using Sales Price Dataset/1 - 1 - Regularization Part 1.mov.mp4	89.54 MB
~Get Your Files Here !/5 - Regularization using Sales Price Dataset/2 - 2 - Regularization Part 2.mov.mp4	67.42 MB
~Get Your Files Here !/5 - Regularization using Sales Price Dataset/test.csv.csv	440.83 kB
~Get Your Files Here !/5 - Regularization using Sales Price Dataset/train.csv.csv	449.88 kB
~Get Your Files Here !/6 - Decision Tree/1 - 1 - EDA.mov.mp4	63.78 MB
~Get Your Files Here !/6 - Decision Tree/2 - 2 - Model Predictions.mov.mp4	97.40 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/1 - 1 - Introduction to Random Forest.mp4.mp4	106.80 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/10 - 10 - Comparison.mov.mp4	13.71 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/2 - 2 - Overview.mov.mp4	11.89 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/3 - 3 - Import Dataset.mov.mp4	39.59 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/4 - 4 - Metrics.mov.mp4	9.23 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/5 - 5 - Working of Random Forest.mov.mp4	24.80 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/6 - 6 - Linear Regression Modeling.mov.mp4	52.32 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/7 - 7 - Linear Regression Predictions.mov.mp4	26.03 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/8 - 8 - Random Forest Modeling.mov.mp4	26.33 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/9 - 9 - Random Forest Predictions.mov.mp4	19.25 MB
~Get Your Files Here !/7 - Random Forest using Housing Price Dataset/USA_Housing.csv.csv	709.19 kB
~Get Your Files Here !/8 - PCA using Housing Price Prediction/1 - 1 - Part 1.mov.mp4	98.65 MB
~Get Your Files Here !/8 - PCA using Housing Price Prediction/2 - 2 - Part 2.mov.mp4	85.70 MB
~Get Your Files Here !/8 - PCA using Housing Price Prediction/test.csv.csv	440.83 kB
~Get Your Files Here !/8 - PCA using Housing Price Prediction/train.csv.csv	449.88 kB
~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/1 - 1 - KMeans using Social Media Dataset Part 1.mov.mp4	90.34 MB
~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/2 - 2 - KMeans using Social Media Dataset Part 2.mov.mp4	39.41 MB
~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/3 - 3 - KMeans using Mall Customer Segmentation Part 1.mov.mp4	65.65 MB
~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/4 - 4 - KMeans using Mall Customer Segmentation Part 2.mov.mp4	22.47 MB
~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/Live.csv.csv	553.80 kB
~Get Your Files Here !/9 - K-Means using Social Media and Customer Segmentation/Mall_Customers.csv.csv	3.89 kB
~Get Your Files Here !/Bonus Resources.txt	386.00 B

Description

[ DevCourseWeb.com ] Master Machine Learning with Practical Case Studies

If You Need More Stuff, kindly Visit and Support Us -->> https://DevCourseWeb.com

Published 8/2024
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Language: English | Duration: 6h 36m | Size: 2.93 GB

Hands on Machine Learning with Algorithms and Case Studies using different Datasets

What you'll learn
How to use Machine Learning Model for making Predictions for Real Life Problems
Understand Machine Learning to Apply in Real Practical Scenarios
Master Machine Learning techniques
Develop Insights for Data Wrangling, Data Cleansing, Data Enrichment, Data Analytics using Machine Learning
Build Linear Regression Model
Build Logistic Regression Model
Build Decision Tree Model
Understand ARIMA
Implement KMeans Clustering
Implement Naive Bayes
Understand Boosting Algorithms
Build XGBRegressor Model

Requirements
No prior Programming Experience required.

If You Need More Stuff, kindly Visit and Support Us -->> https://CourseWikia.com

Get More Tutorials and Support Us -->> https://FreeCourseWeb.com

We upload these learning materials for the people from all over the world, who have the talent and motivation to sharpen their skills/ knowledge but do not have the financial support to afford the materials. If you like this content and if you are truly in a position that you can actually buy the materials, then Please, we repeat, Please, Support Authors. They Deserve it! Because always remember, without "Them", you and we won't be here having this conversation. Think about it! Peace...