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Data Science Real World Projects in Python
magnet:?xt=urn:btih:4021bd4f08ec4eee913e38ed5c60f1d25125a0d9&dn=Data Science Real World Projects in Python
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4021bd4f08ec4eee913e38ed5c60f1d25125a0d9
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50
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2.77 GB
文件大小
2024-3-1 01:13
创建日期
2024-6-1 17:36
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相关分词
Data
Science
Real
World
Projects
in
Python
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/012 Applying Random Forest on Data & Automate predictions.mp4 189.16 MB
01 Introduction to this course/001 Intro to this course.mp4 20.85 MB
01 Introduction to this course/003 Quick Summary of Jupyter Notebook.mp4 43.39 MB
02 Introduction to Data Science/001 Data Science & its Applications.mp4 54.09 MB
02 Introduction to Data Science/002 Life-cycle of data science project.mp4 115.78 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/001 Introduction to Business Problem & Dataset.mp4 21.65 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/003 Understanding Data & data-preprocessing.mp4 70.37 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/004 Extract Derived Features from Data.mp4 172.84 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/005 Perform Data Pre-processing.mp4 53.51 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/006 Handle Categorical Data & Feature Encoding.mp4 85.44 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/007 Perform Label Encoding on data.mp4 108.61 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/008 How to handle Outliers in Data.mp4 53.64 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/009 Select best Features using Feature Selection Technique.mp4 36.96 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/010 Intuition Behind Random Forest Part-1.mp4 77.76 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/011 Intuition Behind Random Forest Part-2.mp4 50.78 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/013 Intuition Behind Decision Tree- Part 1.mp4 40.55 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/014 Intuition Behind Decision Tree- Part 2.mp4 63.15 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/015 Intuition Behind Decision Tree- Part 3.mp4 60.68 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/016 Intuition Behind Decision Tree- Part 4.mp4 73.5 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/017 Intuition Behind Decision Tree- Part 5.mp4 62.13 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/018 Intuition Behind Decision Tree- Part 6.mp4 39.59 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/019 Intuition Behind Linear Regression- Part 1.mp4 40.91 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/020 Intuition Behind Linear Regression- Part 2.mp4 44.34 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/021 Intuition Behind Linear Regression- Part 3.mp4 81.79 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/022 Intuition Behind KNN- Part 1.mp4 41.13 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/023 Intuition Behind KNN- Part 2.mp4 33.82 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/024 Intuition Behind KNN- Part 3.mp4 28.39 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/025 Intuition Behind KNN- Part 4.mp4 37.95 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/026 Play with multiple Algorithms & dumping your model.mp4 60.27 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/027 Intuition Behind Cross Validation- Part 1.mp4 41.66 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/028 Intuition Behind Cross Validation- Part 2.mp4 67.33 MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/029 How to Cross Validate your model.mp4 123.52 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/001 Introduction to Business Problem & Dataset.mp4 13.68 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/003 Exploring your data.mp4 57.07 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/004 Intuition behind TF-IDF --part 1.mp4 24.78 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/005 Intuition behind TF-IDF --part 2.mp4 34.59 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/006 Apply TF-IDF on data.mp4 60.54 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/007 Intuition behind Logistic Regression --part 1.mp4 57.96 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/008 Intuition behind Logistic Regression --part 2.mp4 44.15 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/009 Apply Logistic Regression on Data.mp4 52.96 MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/010 Checking Accuracy of Model.mp4 28.21 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/001 Introduction to Business Problem & Dataset.mp4 22.56 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/003 Analyzing Time Series data.mp4 39.47 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/004 Data preparation for Time Series Forecasting.mp4 66.8 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/005 Intuition behind ARIMA --part 1.mp4 20.15 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/006 Intuition behind MA model --ARIMA part 2.mp4 49.12 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/007 Intuition behind AR model -- ARIMA part 3.mp4 27.1 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/008 Intuition behind Integrating -- ARIMA part 4.mp4 26.57 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/009 Apply Auto-Arima on data.mp4 82.31 MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/010 Evaluating Time Series Model.mp4 28.28 MB
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