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种子名称： Data Science Create Real World Projects
文件类型： 视频
文件数目： 92个文件
文件大小： 8.26 GB
收录时间： 2023-2-13 20:22
已经下载： 3次
资源热度： 91
最近下载： 2024-5-3 12:20

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Data Science Create Real World Projects.torrent

[TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/45 - Learn about OLS [Ordinary Least Squares] algorithm.mp4246.81MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/76 - Cleaning the data.mp4245.43MB

[TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/24 - Handle data type mismatch.mp4242.79MB

[TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/42 - Code Decision Tree classifier.mp4235.47MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/79 - Creating wordcloud.mp4207.3MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/69 - Mean Encoding for Categorical attributes.mp4206.78MB

[TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/53 - Implement Logistic Regression part 2.mp4200.69MB

[TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/46 - Introduction to working of Linear Regression.mp4194.56MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/72 - Splitting data and Building models.mp4187.62MB

[TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/49 - Implement Simple Linear Regression.mp4168.93MB

[TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/91 - Multi-Layer Perception Algorithm part 2.mp4166.06MB

[TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/38 - Introduction to pandas library.mp4164.11MB

[TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/90 - Learn to create MLP model.mp4156.53MB

[TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/44 - Introduction to Linear Regression.mp4156.37MB

[TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/27 - Feature Importance.mp4146.29MB

[TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/52 - Implement Logistic Regression part 1.mp4145.28MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/78 - Analyzing most commonly spoken words.mp4141.95MB

[TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/40 - Decision Tree part 1.mp4140.12MB

[TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/33 - Standardization in practice.mp4138.1MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/71 - Feature Importance.mp4137.27MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/61 - Analysis 3 How does the price vary.mp4134.34MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/64 - Analysis 5 How long do people stay at the hotels.mp4132.19MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/84 - Topic Modeling.mp4128.13MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/65 - Feature selection using coorelation.mp4127.24MB

[TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/32 - Normalization in practice.mp4125.17MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/73 - Loading the data to the project.mp4117.02MB

[TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/35 - One Hot Encoding in practice.mp4116.9MB

[TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/41 - Decision Tree part 2.mp4116.8MB

[TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/89 - Neuron.mp4116.36MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/58 - Clean your data.mp4116.32MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/60 - Analysis 2 How much do guests pay for room per night.mp4112.12MB

[TutsNode.com] - Data Science Create Real World Projects/2 - Data Science Environment Setup/4 - Introduction to Jupyter Notebook.mp4111.36MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/63 - Analysis 4 Which months are busy months.mp4108.13MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/85 - Topic Modeling Part Of Speech Tagging.mp4104.4MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/70 - Preparing our data.mp4102.73MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/67 - Refine Categorical attributes.mp499.03MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/57 - Clean NA values.mp498.55MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/62 - Sorting.mp497.88MB

[TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/26 - Handling missing data.mp495.51MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/59 - Analysis 1 Where do the guest come from.mp495.22MB

[TutsNode.com] - Data Science Create Real World Projects/8 - Introduction to Decision Tree/43 - Decision Tree GINI index.mp495.2MB

[TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/25 - Remove Duplicate data.mp489.94MB

[TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/39 - Train Test split Concept.mp489.46MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/23 - Finalize Data Munging.mp488.46MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/87 - Text Generation Part 2.mp486.13MB

[TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/93 - Multi-Layer Perception Algorithm part 4.mp485.97MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/80 - Profanity.mp481.5MB

[TutsNode.com] - Data Science Create Real World Projects/2 - Data Science Environment Setup/3 - Set up environment and Download Machine Learning Libraries.mp480.51MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/75 - Storing data into the data frame.mp478.19MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/20 - Goal of data munging.mp477.49MB

[TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/37 - Structured format for datasets.mp469.64MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/82 - Sentiment Label.mp469.29MB

[TutsNode.com] - Data Science Create Real World Projects/2 - Data Science Environment Setup/2 - Install anaconda on your machine.mp469.05MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/66 - Refine Numerical attributes.mp468.25MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/19 - Cleaning the data.mp467.48MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/68 - Augment the data.mp463.9MB

[TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/92 - Multi-Layer Perception Algorithm part 3.mp461.44MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/21 - Understand your data.mp460.89MB

[TutsNode.com] - Data Science Create Real World Projects/5 - Cleaning data (Coding session) Feature Engineering/28 - Plot feature importance plot.mp460.61MB

[TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/47 - Lecture Introduction to MSE, MAE, RMSE.mp456.96MB

[TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/34 - Introduction to One Hot Encoding.mp455.78MB

[TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/29 - Introduction to Feature Importance.mp455.69MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/83 - Plotting Polarity and Subjectivity.mp453.5MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/12 - Check if data is valid or not.mp451.91MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/11 - Data Quality.mp451.45MB

[TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/5 - Data Science Methodologies.mp451.21MB

[TutsNode.com] - Data Science Create Real World Projects/9 - Introduction to Linear Regression/48 - Introduction to R squared.mp449.43MB

[TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/31 - Data Standardization.mp448.3MB

[TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/51 - Learn about Gradient Descent.mp445.32MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/22 - Introduction to Outliers.mp445.1MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/74 - Introduction to Corpus and Term Document Matrix.mp444.29MB

[TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/6 - CRISP-DM model.mp442.86MB

[TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/9 - Phases of CRISP-DM part 3.mp439.72MB

[TutsNode.com] - Data Science Create Real World Projects/10 - Introduction to Logistic Regression/50 - Learn about Logistic Regression.mp438.33MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/81 - Sentimental Analysis.mp437.83MB

[TutsNode.com] - Data Science Create Real World Projects/12 - Project 2 Natural Language Processing/86 - Text Generation.mp436.09MB

[TutsNode.com] - Data Science Create Real World Projects/7 - Introduction to Machine Learning/36 - Types of data in Machine Learning.mp431.59MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/54 - Introduction to data and data dictionary.mp431.23MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/17 - How to ensure data quality.mp426.6MB

[TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/7 - Phases of CRISP-DM.mp426.58MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/16 - Uniformity of the data.mp425.23MB

[TutsNode.com] - Data Science Create Real World Projects/13 - Project 3 Artificial Intelligence Neural Network/88 - Introduction to Neural Networks.mp424.15MB

[TutsNode.com] - Data Science Create Real World Projects/6 - Introduction to Feature Transformation/30 - Data Normalization.mp423.02MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/10 - Why to clean the data.mp420.02MB

[TutsNode.com] - Data Science Create Real World Projects/1 - Welcome to the Course Start with Introduction/1 - Introduction.mp418.65MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/56 - Import data to the project.mp417.56MB

[TutsNode.com] - Data Science Create Real World Projects/3 - Data Science Lifecycle Methodology/8 - Phases of CRISP-DM part 2.mp417.45MB

[TutsNode.com] - Data Science Create Real World Projects/11 - Project 1 Hotel Booking Prediction System (Learn Classification problem)/55 - Setup project and import libraries.mp414.45MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/15 - Consistency of the data.mp413.46MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/14 - Completeness of the data.mp411.25MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/18 - Inspect the data.mp411.22MB

[TutsNode.com] - Data Science Create Real World Projects/4 - Introduction to Data Cleanup Munging/13 - Check if data is accurate or not.mp410.82MB