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种子名称： Data Science Real World Projects in Python
文件类型： 视频
文件数目： 50个文件
文件大小： 2.77 GB
收录时间： 2024-3-1 01:13
已经下载： 3次
资源热度： 68
最近下载： 2024-5-19 04:40

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Data Science Real World Projects in Python.torrent

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/012 Applying Random Forest on Data & Automate predictions.mp4189.16MB

01 Introduction to this course/001 Intro to this course.mp420.85MB

01 Introduction to this course/003 Quick Summary of Jupyter Notebook.mp443.39MB

02 Introduction to Data Science/001 Data Science & its Applications.mp454.09MB

02 Introduction to Data Science/002 Life-cycle of data science project.mp4115.78MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/001 Introduction to Business Problem & Dataset.mp421.65MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/003 Understanding Data & data-preprocessing.mp470.37MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/004 Extract Derived Features from Data.mp4172.84MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/005 Perform Data Pre-processing.mp453.51MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/006 Handle Categorical Data & Feature Encoding.mp485.44MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/007 Perform Label Encoding on data.mp4108.61MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/008 How to handle Outliers in Data.mp453.64MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/009 Select best Features using Feature Selection Technique.mp436.96MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/010 Intuition Behind Random Forest Part-1.mp477.76MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/011 Intuition Behind Random Forest Part-2.mp450.78MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/013 Intuition Behind Decision Tree- Part 1.mp440.55MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/014 Intuition Behind Decision Tree- Part 2.mp463.15MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/015 Intuition Behind Decision Tree- Part 3.mp460.68MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/016 Intuition Behind Decision Tree- Part 4.mp473.5MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/017 Intuition Behind Decision Tree- Part 5.mp462.13MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/018 Intuition Behind Decision Tree- Part 6.mp439.59MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/019 Intuition Behind Linear Regression- Part 1.mp440.91MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/020 Intuition Behind Linear Regression- Part 2.mp444.34MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/021 Intuition Behind Linear Regression- Part 3.mp481.79MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/022 Intuition Behind KNN- Part 1.mp441.13MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/023 Intuition Behind KNN- Part 2.mp433.82MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/024 Intuition Behind KNN- Part 3.mp428.39MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/025 Intuition Behind KNN- Part 4.mp437.95MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/026 Play with multiple Algorithms & dumping your model.mp460.27MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/027 Intuition Behind Cross Validation- Part 1.mp441.66MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/028 Intuition Behind Cross Validation- Part 2.mp467.33MB

03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/029 How to Cross Validate your model.mp4123.52MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/001 Introduction to Business Problem & Dataset.mp413.68MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/003 Exploring your data.mp457.07MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/004 Intuition behind TF-IDF --part 1.mp424.78MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/005 Intuition behind TF-IDF --part 2.mp434.59MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/006 Apply TF-IDF on data.mp460.54MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/007 Intuition behind Logistic Regression --part 1.mp457.96MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/008 Intuition behind Logistic Regression --part 2.mp444.15MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/009 Apply Logistic Regression on Data.mp452.96MB

04 Project 2-----__ Predict Password Strength using Natural Language Processing/010 Checking Accuracy of Model.mp428.21MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/001 Introduction to Business Problem & Dataset.mp422.56MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/003 Analyzing Time Series data.mp439.47MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/004 Data preparation for Time Series Forecasting.mp466.8MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/005 Intuition behind ARIMA --part 1.mp420.15MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/006 Intuition behind MA model --ARIMA part 2.mp449.12MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/007 Intuition behind AR model -- ARIMA part 3.mp427.1MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/008 Intuition behind Integrating -- ARIMA part 4.mp426.57MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/009 Apply Auto-Arima on data.mp482.31MB

05 Project 3--__ Predict Stock Prices using Time Series Analysis/010 Evaluating Time Series Model.mp428.28MB