[UdemyCourseDownloader] Data Science, Deep Learning, & Machine Learning with Python
大小
2.36 GB
文件数
152
Info Hash:
07CFA7E840F2E3F9EDD855CBCC680A63C85010A0
收录时间
2026-01-06 23:45:43
更新时间
2026-01-06 23:45:43
文件列表 (152)
06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4
63.56 MB
udemycoursedownloader.com.url
132 B
01 Getting Started/001 Introduction-subtitle-en.srt
4.91 KB
01 Getting Started/001 Introduction.mp4
27.73 MB
01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt
4.78 KB
01 Getting Started/002 [Activity] Getting What You Need.mp4
9.52 MB
01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt
9.49 KB
01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4
40.51 MB
01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt
33.73 KB
01 Getting Started/004 Python Basics_ Part 1.mp4
43.97 MB
01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt
19.86 KB
01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4
28.46 MB
01 Getting Started/006 Running Python Scripts-subtitle-en.srt
8.57 KB
01 Getting Started/006 Running Python Scripts.mp4
21.57 MB
01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt
18 KB
01 Getting Started/007 Introducing the Pandas Library.mp4
43.34 MB
01 Getting Started/external_links.txt
146 B
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt
15.42 KB
02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4
34.11 MB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt
12.32 KB
02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4
28.17 MB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt
17.35 KB
02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4
38.99 MB
02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation-subtitle-en.srt
24.46 KB
02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation.mp4
45.62 MB
02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function-subtitle-en.srt
7.26 KB
02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function.mp4
12.35 MB
02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions-subtitle-en.srt
15.28 KB
02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions.mp4
27.67 MB
02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments-subtitle-en.srt
26.79 KB
02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments.mp4
42.98 MB
02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib-subtitle-en.srt
27.09 KB
02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4
49.28 MB
02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation-subtitle-en.srt
24.57 KB
02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4
49.78 MB
02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability-subtitle-en.srt
24.47 KB
02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4
49.55 MB
02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt
4.67 KB
02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4
14.09 MB
02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem-subtitle-en.srt
10.95 KB
02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem.mp4
30.13 MB
03 Predictive Models/020 [Activity] Linear Regression-subtitle-en.srt
24.32 KB
03 Predictive Models/020 [Activity] Linear Regression.mp4
32.97 MB
03 Predictive Models/021 [Activity] Polynomial Regression-subtitle-en.srt
16.71 KB
03 Predictive Models/021 [Activity] Polynomial Regression.mp4
29.78 MB
03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt
23.76 KB
03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4
49.97 MB
03 Predictive Models/023 Multi-Level Models-subtitle-en.srt
10.17 KB
03 Predictive Models/023 Multi-Level Models.mp4
23.66 MB
04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt
19.85 KB
04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4
47.8 MB
04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression-subtitle-en.srt
12.47 KB
04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4
22.02 MB
04 Machine Learning with Python/026 Bayesian Methods_ Concepts-subtitle-en.srt
8.43 KB
04 Machine Learning with Python/026 Bayesian Methods_ Concepts.mp4
19.41 MB
04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes-subtitle-en.srt
16.55 KB
04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4
36.48 MB
04 Machine Learning with Python/028 K-Means Clustering-subtitle-en.srt
16.33 KB
04 Machine Learning with Python/028 K-Means Clustering.mp4
30.3 MB
04 Machine Learning with Python/029 [Activity] Clustering people based on income and age-subtitle-en.srt
11 KB
04 Machine Learning with Python/029 [Activity] Clustering people based on income and age.mp4
23.98 MB
04 Machine Learning with Python/030 Measuring Entropy-subtitle-en.srt
6.61 KB
04 Machine Learning with Python/030 Measuring Entropy.mp4
17.48 MB
04 Machine Learning with Python/031 [Activity] Install GraphViz.html
2.68 KB
04 Machine Learning with Python/032 Decision Trees_ Concepts-subtitle-en.srt
20 KB
04 Machine Learning with Python/032 Decision Trees_ Concepts.mp4
39.72 MB
04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions-subtitle-en.srt
21.27 KB
04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4
38.23 MB
04 Machine Learning with Python/034 Ensemble Learning-subtitle-en.srt
13.81 KB
04 Machine Learning with Python/034 Ensemble Learning.mp4
33.7 MB
04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview-subtitle-en.srt
9.43 KB
04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview.mp4
21.77 MB
04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn-subtitle-en.srt
11.33 KB
04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn.mp4
20.84 MB
05 Recommender Systems/037 User-Based Collaborative Filtering-subtitle-en.srt
18.39 KB
05 Recommender Systems/037 User-Based Collaborative Filtering.mp4
36.81 MB
05 Recommender Systems/038 Item-Based Collaborative Filtering-subtitle-en.srt
18.96 KB
05 Recommender Systems/038 Item-Based Collaborative Filtering.mp4
33.56 MB
05 Recommender Systems/039 [Activity] Finding Movie Similarities-subtitle-en.srt
19.06 KB
05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4
48.48 MB
05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities-subtitle-en.srt
15.94 KB
05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities.mp4
43.98 MB
05 Recommender Systems/041 [Activity] Making Movie Recommendations to People-subtitle-en.srt
21.46 KB
05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4
63.25 MB
05 Recommender Systems/042 [Exercise] Improve the recommender's results-subtitle-en.srt
12.56 KB
05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4
45.85 MB
06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts-subtitle-en.srt
8.53 KB
06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts.mp4
19.9 MB
06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie-subtitle-en.srt
26.93 KB
06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis-subtitle-en.srt
11.73 KB
06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis.mp4
35.67 MB
06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set-subtitle-en.srt
20.06 KB
06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4
53.31 MB
06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT-subtitle-en.srt
18.72 KB
06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4
54.11 MB
06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning-subtitle-en.srt
26.97 KB
Udemy Course downloader.txt
94 B
06 More Data Mining and Machine Learning Techniques/external_links.txt
113 B
07 Dealing with Real-World Data/049 Bias_Variance Tradeoff-subtitle-en.srt
13.69 KB
07 Dealing with Real-World Data/049 Bias_Variance Tradeoff.mp4
31.23 MB
07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting-subtitle-en.srt
23.25 KB
07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4
45.87 MB
07 Dealing with Real-World Data/051 Data Cleaning and Normalization-subtitle-en.srt
16.23 KB
07 Dealing with Real-World Data/051 Data Cleaning and Normalization.mp4
31.9 MB
07 Dealing with Real-World Data/052 [Activity] Cleaning web log data-subtitle-en.srt
22.55 KB
07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4
60.16 MB
07 Dealing with Real-World Data/053 Normalizing numerical data-subtitle-en.srt
7.32 KB
07 Dealing with Real-World Data/053 Normalizing numerical data.mp4
19.02 MB
07 Dealing with Real-World Data/054 [Activity] Detecting outliers-subtitle-en.srt
14.65 KB
07 Dealing with Real-World Data/054 [Activity] Detecting outliers.mp4
39.04 MB
08 Apache Spark_ Machine Learning on Big Data/055 Warning about Java 9!.html
1.5 KB
08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1-subtitle-en.srt
15.8 KB
10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites-subtitle-en.srt
20.1 KB
10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites.mp4
30.43 MB
10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks-subtitle-en.srt
19.76 KB
10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks.mp4
22.45 MB
10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground-subtitle-en.srt
20.44 KB
10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4
49.01 MB
10 Deep Learning and Neural Networks/074 Deep Learning Details-subtitle-en.srt
17.41 KB
10 Deep Learning and Neural Networks/074 Deep Learning Details.mp4
18.17 MB
10 Deep Learning and Neural Networks/075 Introducing Tensorflow-subtitle-en.srt
23.17 KB
10 Deep Learning and Neural Networks/075 Introducing Tensorflow.mp4
25.44 MB
10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1-subtitle-en.srt
16.44 KB
10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1.mp4
28.35 MB
10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2-subtitle-en.srt
22.92 KB
10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2.mp4
34.22 MB
10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras-subtitle-en.srt
24.82 KB
10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras.mp4
33.83 MB
10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations-subtitle-en.srt
21.71 KB
10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations.mp4
27.3 MB
10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's)-subtitle-en.srt
20.55 KB
10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's).mp4
23.99 MB
10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition-subtitle-en.srt
14 KB
10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition.mp4
22.43 MB
10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's)-subtitle-en.srt
19.13 KB
10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's).mp4
21.56 MB
10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis-subtitle-en.srt
17.77 KB
10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis.mp4
27.71 MB
10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning-subtitle-en.srt
19.78 KB
10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4
53.66 MB
10 Deep Learning and Neural Networks/085 Learning More about Deep Learning-subtitle-en.srt
3.27 KB
10 Deep Learning and Neural Networks/085 Learning More about Deep Learning.mp4
26.18 MB
11 Final Project/086 Your final project assignment-subtitle-en.srt
11.88 KB
11 Final Project/086 Your final project assignment.mp4
19.61 MB
11 Final Project/087 Final project review-subtitle-en.srt
15.75 KB
11 Final Project/087 Final project review.mp4
28.03 MB
12 You made it!/088 More to Explore-subtitle-en.srt
6.93 KB
12 You made it!/088 More to Explore.mp4
45.14 MB
12 You made it!/089 Don't Forget to Leave a Rating!.html
1.64 KB
12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!-subtitle-en.srt
4.59 KB
12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!.mp4
24.32 MB
12 You made it!/external_links.txt
70 B