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Data Science Real World Projects in Python
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2024-3-1 01:13
2024-12-1 05:59
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Data
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文件列表
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/012 Applying Random Forest on Data & Automate predictions.mp4
189.16MB
01 Introduction to this course/001 Intro to this course.mp4
20.85MB
01 Introduction to this course/003 Quick Summary of Jupyter Notebook.mp4
43.39MB
02 Introduction to Data Science/001 Data Science & its Applications.mp4
54.09MB
02 Introduction to Data Science/002 Life-cycle of data science project.mp4
115.78MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/001 Introduction to Business Problem & Dataset.mp4
21.65MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/003 Understanding Data & data-preprocessing.mp4
70.37MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/004 Extract Derived Features from Data.mp4
172.84MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/005 Perform Data Pre-processing.mp4
53.51MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/006 Handle Categorical Data & Feature Encoding.mp4
85.44MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/007 Perform Label Encoding on data.mp4
108.61MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/008 How to handle Outliers in Data.mp4
53.64MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/009 Select best Features using Feature Selection Technique.mp4
36.96MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/010 Intuition Behind Random Forest Part-1.mp4
77.76MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/011 Intuition Behind Random Forest Part-2.mp4
50.78MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/013 Intuition Behind Decision Tree- Part 1.mp4
40.55MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/014 Intuition Behind Decision Tree- Part 2.mp4
63.15MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/015 Intuition Behind Decision Tree- Part 3.mp4
60.68MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/016 Intuition Behind Decision Tree- Part 4.mp4
73.5MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/017 Intuition Behind Decision Tree- Part 5.mp4
62.13MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/018 Intuition Behind Decision Tree- Part 6.mp4
39.59MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/019 Intuition Behind Linear Regression- Part 1.mp4
40.91MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/020 Intuition Behind Linear Regression- Part 2.mp4
44.34MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/021 Intuition Behind Linear Regression- Part 3.mp4
81.79MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/022 Intuition Behind KNN- Part 1.mp4
41.13MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/023 Intuition Behind KNN- Part 2.mp4
33.82MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/024 Intuition Behind KNN- Part 3.mp4
28.39MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/025 Intuition Behind KNN- Part 4.mp4
37.95MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/026 Play with multiple Algorithms & dumping your model.mp4
60.27MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/027 Intuition Behind Cross Validation- Part 1.mp4
41.66MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/028 Intuition Behind Cross Validation- Part 2.mp4
67.33MB
03 Project 1--__ Predict Fare of Airlines Tickets using Machine Learning/029 How to Cross Validate your model.mp4
123.52MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/001 Introduction to Business Problem & Dataset.mp4
13.68MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/003 Exploring your data.mp4
57.07MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/004 Intuition behind TF-IDF --part 1.mp4
24.78MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/005 Intuition behind TF-IDF --part 2.mp4
34.59MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/006 Apply TF-IDF on data.mp4
60.54MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/007 Intuition behind Logistic Regression --part 1.mp4
57.96MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/008 Intuition behind Logistic Regression --part 2.mp4
44.15MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/009 Apply Logistic Regression on Data.mp4
52.96MB
04 Project 2-----__ Predict Password Strength using Natural Language Processing/010 Checking Accuracy of Model.mp4
28.21MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/001 Introduction to Business Problem & Dataset.mp4
22.56MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/003 Analyzing Time Series data.mp4
39.47MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/004 Data preparation for Time Series Forecasting.mp4
66.8MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/005 Intuition behind ARIMA --part 1.mp4
20.15MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/006 Intuition behind MA model --ARIMA part 2.mp4
49.12MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/007 Intuition behind AR model -- ARIMA part 3.mp4
27.1MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/008 Intuition behind Integrating -- ARIMA part 4.mp4
26.57MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/009 Apply Auto-Arima on data.mp4
82.31MB
05 Project 3--__ Predict Stock Prices using Time Series Analysis/010 Evaluating Time Series Model.mp4
28.28MB
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