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[Discuss.FreeTutorials.us].url |
252б |
[FreeCoursesOnline.Us].url |
123б |
[FreeTutorials.Us].url |
119б |
001 Introduction.mp4 |
27.73Мб |
001 Introduction-subtitle-en.srt |
4.91Кб |
002 [Activity] Getting What You Need.mp4 |
9.52Мб |
002 [Activity] Getting What You Need-subtitle-en.srt |
4.78Кб |
003 [Activity] Installing Enthought Canopy.mp4 |
40.51Мб |
003 [Activity] Installing Enthought Canopy-subtitle-en.srt |
9.49Кб |
004 Python Basics_ Part 1.mp4 |
43.97Мб |
004 Python Basics_ Part 1-subtitle-en.srt |
33.73Кб |
005 [Activity] Python Basics_ Part 2.mp4 |
28.46Мб |
005 [Activity] Python Basics_ Part 2-subtitle-en.srt |
19.86Кб |
006 Running Python Scripts.mp4 |
21.57Мб |
006 Running Python Scripts-subtitle-en.srt |
8.57Кб |
007 Introducing the Pandas Library.mp4 |
43.34Мб |
007 Introducing the Pandas Library-subtitle-en.srt |
18.00Кб |
008 Types of Data.mp4 |
34.11Мб |
008 Types of Data-subtitle-en.srt |
15.42Кб |
009 Mean_ Median_ Mode.mp4 |
28.17Мб |
009 Mean_ Median_ Mode-subtitle-en.srt |
12.32Кб |
010 [Activity] Using mean_ median_ and mode in Python.mp4 |
38.99Мб |
010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt |
17.35Кб |
011 [Activity] Variation and Standard Deviation.mp4 |
45.62Мб |
011 [Activity] Variation and Standard Deviation-subtitle-en.srt |
24.46Кб |
012 Probability Density Function; Probability Mass Function.mp4 |
12.35Мб |
012 Probability Density Function; Probability Mass Function-subtitle-en.srt |
7.26Кб |
013 Common Data Distributions.mp4 |
27.67Мб |
013 Common Data Distributions-subtitle-en.srt |
15.28Кб |
014 [Activity] Percentiles and Moments.mp4 |
42.98Мб |
014 [Activity] Percentiles and Moments-subtitle-en.srt |
26.79Кб |
015 [Activity] A Crash Course in matplotlib.mp4 |
49.28Мб |
015 [Activity] A Crash Course in matplotlib-subtitle-en.srt |
27.09Кб |
016 [Activity] Covariance and Correlation.mp4 |
49.78Мб |
016 [Activity] Covariance and Correlation-subtitle-en.srt |
24.57Кб |
017 [Exercise] Conditional Probability.mp4 |
49.55Мб |
017 [Exercise] Conditional Probability-subtitle-en.srt |
24.47Кб |
018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4 |
14.09Мб |
018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt |
4.67Кб |
019 Bayes' Theorem.mp4 |
30.13Мб |
019 Bayes' Theorem-subtitle-en.srt |
10.95Кб |
020 [Activity] Linear Regression.mp4 |
32.97Мб |
020 [Activity] Linear Regression-subtitle-en.srt |
24.32Кб |
021 [Activity] Polynomial Regression.mp4 |
29.78Мб |
021 [Activity] Polynomial Regression-subtitle-en.srt |
16.71Кб |
022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 |
49.97Мб |
022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt |
23.76Кб |
023 Multi-Level Models.mp4 |
23.66Мб |
023 Multi-Level Models-subtitle-en.srt |
10.17Кб |
024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 |
47.80Мб |
024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt |
19.85Кб |
025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4 |
22.02Мб |
025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression-subtitle-en.srt |
12.47Кб |
026 Bayesian Methods_ Concepts.mp4 |
19.41Мб |
026 Bayesian Methods_ Concepts-subtitle-en.srt |
8.43Кб |
027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 |
36.48Мб |
027 [Activity] Implementing a Spam Classifier with Naive Bayes-subtitle-en.srt |
16.55Кб |
028 K-Means Clustering.mp4 |
30.30Мб |
028 K-Means Clustering-subtitle-en.srt |
16.33Кб |
029 [Activity] Clustering people based on income and age.mp4 |
23.98Мб |
029 [Activity] Clustering people based on income and age-subtitle-en.srt |
11.00Кб |
030 Measuring Entropy.mp4 |
17.48Мб |
030 Measuring Entropy-subtitle-en.srt |
6.61Кб |
031 [Activity] Install GraphViz.html |
2.68Кб |
032 Decision Trees_ Concepts.mp4 |
39.72Мб |
032 Decision Trees_ Concepts-subtitle-en.srt |
20.00Кб |
033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4 |
38.23Мб |
033 [Activity] Decision Trees_ Predicting Hiring Decisions-subtitle-en.srt |
21.27Кб |
034 Ensemble Learning.mp4 |
33.70Мб |
034 Ensemble Learning-subtitle-en.srt |
13.81Кб |
035 Support Vector Machines (SVM) Overview.mp4 |
21.77Мб |
035 Support Vector Machines (SVM) Overview-subtitle-en.srt |
9.43Кб |
036 [Activity] Using SVM to cluster people using scikit-learn.mp4 |
20.84Мб |
036 [Activity] Using SVM to cluster people using scikit-learn-subtitle-en.srt |
11.33Кб |
037 User-Based Collaborative Filtering.mp4 |
36.81Мб |
037 User-Based Collaborative Filtering-subtitle-en.srt |
18.39Кб |
038 Item-Based Collaborative Filtering.mp4 |
33.56Мб |
038 Item-Based Collaborative Filtering-subtitle-en.srt |
18.96Кб |
039 [Activity] Finding Movie Similarities.mp4 |
48.48Мб |
039 [Activity] Finding Movie Similarities-subtitle-en.srt |
19.06Кб |
040 [Activity] Improving the Results of Movie Similarities.mp4 |
43.98Мб |
040 [Activity] Improving the Results of Movie Similarities-subtitle-en.srt |
15.94Кб |
041 [Activity] Making Movie Recommendations to People.mp4 |
63.25Мб |
041 [Activity] Making Movie Recommendations to People-subtitle-en.srt |
21.46Кб |
042 [Exercise] Improve the recommender's results.mp4 |
45.85Мб |
042 [Exercise] Improve the recommender's results-subtitle-en.srt |
12.56Кб |
043 K-Nearest-Neighbors_ Concepts.mp4 |
19.90Мб |
043 K-Nearest-Neighbors_ Concepts-subtitle-en.srt |
8.53Кб |
044 [Activity] Using KNN to predict a rating for a movie.mp4 |
59.21Мб |
044 [Activity] Using KNN to predict a rating for a movie-subtitle-en.srt |
26.93Кб |
045 Dimensionality Reduction; Principal Component Analysis.mp4 |
35.67Мб |
045 Dimensionality Reduction; Principal Component Analysis-subtitle-en.srt |
11.73Кб |
046 [Activity] PCA Example with the Iris data set.mp4 |
53.31Мб |
046 [Activity] PCA Example with the Iris data set-subtitle-en.srt |
20.06Кб |
047 Data Warehousing Overview_ ETL and ELT.mp4 |
54.11Мб |
047 Data Warehousing Overview_ ETL and ELT-subtitle-en.srt |
18.72Кб |
048 Reinforcement Learning.mp4 |
63.56Мб |
048 Reinforcement Learning-subtitle-en.srt |
26.97Кб |
049 Bias_Variance Tradeoff.mp4 |
31.23Мб |
049 Bias_Variance Tradeoff-subtitle-en.srt |
13.69Кб |
050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 |
45.87Мб |
050 [Activity] K-Fold Cross-Validation to avoid overfitting-subtitle-en.srt |
23.25Кб |
051 Data Cleaning and Normalization.mp4 |
31.90Мб |
051 Data Cleaning and Normalization-subtitle-en.srt |
16.23Кб |
052 [Activity] Cleaning web log data.mp4 |
60.16Мб |
052 [Activity] Cleaning web log data-subtitle-en.srt |
22.55Кб |
053 Normalizing numerical data.mp4 |
19.02Мб |
053 Normalizing numerical data-subtitle-en.srt |
7.32Кб |
054 [Activity] Detecting outliers.mp4 |
39.04Мб |
054 [Activity] Detecting outliers-subtitle-en.srt |
14.65Кб |
055 Warning about Java 9!.html |
1.50Кб |
056 [Activity] Installing Spark - Part 1.mp4 |
44.24Мб |
056 [Activity] Installing Spark - Part 1-subtitle-en.srt |
15.80Кб |
057 [Activity] Installing Spark - Part 2.mp4 |
85.81Мб |
057 [Activity] Installing Spark - Part 2-subtitle-en.srt |
26.89Кб |
058 Spark Introduction.mp4 |
32.46Мб |
058 Spark Introduction-subtitle-en.srt |
20.12Кб |
059 Spark and the Resilient Distributed Dataset (RDD).mp4 |
36.41Мб |
059 Spark and the Resilient Distributed Dataset (RDD)-subtitle-en.srt |
23.20Кб |
060 Introducing MLLib.mp4 |
26.27Мб |
060 Introducing MLLib-subtitle-en.srt |
10.93Кб |
061 [Activity] Decision Trees in Spark.mp4 |
88.24Мб |
061 [Activity] Decision Trees in Spark-subtitle-en.srt |
30.84Кб |
062 [Activity] K-Means Clustering in Spark.mp4 |
62.85Мб |
062 [Activity] K-Means Clustering in Spark-subtitle-en.srt |
21.24Кб |
063 TF _ IDF.mp4 |
32.20Мб |
063 TF _ IDF-subtitle-en.srt |
13.34Кб |
064 [Activity] Searching Wikipedia with Spark.mp4 |
59.76Мб |
064 [Activity] Searching Wikipedia with Spark-subtitle-en.srt |
14.65Кб |
065 [Activity] Using the Spark 2_0 DataFrame API for MLLib.mp4 |
30.53Мб |
065 [Activity] Using the Spark 2_0 DataFrame API for MLLib-subtitle-en.srt |
16.54Кб |
066 A_B Testing Concepts.mp4 |
42.69Мб |
066 A_B Testing Concepts-subtitle-en.srt |
19.15Кб |
067 T-Tests and P-Values.mp4 |
30.11Мб |
067 T-Tests and P-Values-subtitle-en.srt |
12.54Кб |
068 [Activity] Hands-on With T-Tests.mp4 |
40.06Мб |
068 [Activity] Hands-on With T-Tests-subtitle-en.srt |
13.01Кб |
069 Determining How Long to Run an Experiment.mp4 |
16.68Мб |
069 Determining How Long to Run an Experiment-subtitle-en.srt |
7.97Кб |
070 A_B Test Gotchas.mp4 |
43.78Мб |
070 A_B Test Gotchas-subtitle-en.srt |
20.78Кб |
071 Deep Learning Pre-Requisites.mp4 |
30.43Мб |
071 Deep Learning Pre-Requisites-subtitle-en.srt |
20.10Кб |
072 The History of Artificial Neural Networks.mp4 |
22.45Мб |
072 The History of Artificial Neural Networks-subtitle-en.srt |
19.76Кб |
073 [Activity] Deep Learning in the Tensorflow Playground.mp4 |
49.01Мб |
073 [Activity] Deep Learning in the Tensorflow Playground-subtitle-en.srt |
20.44Кб |
074 Deep Learning Details.mp4 |
18.17Мб |
074 Deep Learning Details-subtitle-en.srt |
17.41Кб |
075 Introducing Tensorflow.mp4 |
25.44Мб |
075 Introducing Tensorflow-subtitle-en.srt |
23.17Кб |
076 [Activity] Using Tensorflow_ Part 1.mp4 |
28.35Мб |
076 [Activity] Using Tensorflow_ Part 1-subtitle-en.srt |
16.44Кб |
077 [Activity] Using Tensorflow_ Part 2.mp4 |
34.22Мб |
077 [Activity] Using Tensorflow_ Part 2-subtitle-en.srt |
22.92Кб |
078 [Activity] Introducing Keras.mp4 |
33.83Мб |
078 [Activity] Introducing Keras-subtitle-en.srt |
24.82Кб |
079 [Activity] Using Keras to Predict Political Affiliations.mp4 |
27.30Мб |
079 [Activity] Using Keras to Predict Political Affiliations-subtitle-en.srt |
21.71Кб |
080 Convolutional Neural Networks (CNN's).mp4 |
23.99Мб |
080 Convolutional Neural Networks (CNN's)-subtitle-en.srt |
20.55Кб |
081 [Activity] Using CNN's for handwriting recognition.mp4 |
22.43Мб |
081 [Activity] Using CNN's for handwriting recognition-subtitle-en.srt |
14.00Кб |
082 Recurrent Neural Networks (RNN's).mp4 |
21.56Мб |
082 Recurrent Neural Networks (RNN's)-subtitle-en.srt |
19.13Кб |
083 [Activity] Using a RNN for sentiment analysis.mp4 |
27.71Мб |
083 [Activity] Using a RNN for sentiment analysis-subtitle-en.srt |
17.77Кб |
084 The Ethics of Deep Learning.mp4 |
53.66Мб |
084 The Ethics of Deep Learning-subtitle-en.srt |
19.78Кб |
085 Learning More about Deep Learning.mp4 |
26.18Мб |
085 Learning More about Deep Learning-subtitle-en.srt |
3.27Кб |
086 Your final project assignment.mp4 |
19.61Мб |
086 Your final project assignment-subtitle-en.srt |
11.88Кб |
087 Final project review.mp4 |
28.03Мб |
087 Final project review-subtitle-en.srt |
15.75Кб |
088 More to Explore.mp4 |
45.14Мб |
088 More to Explore-subtitle-en.srt |
6.93Кб |
089 Don't Forget to Leave a Rating!.html |
1.64Кб |
090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!.mp4 |
24.32Мб |
090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!-subtitle-en.srt |
4.59Кб |
external_links.txt |
146б |
external_links.txt |
113б |
external_links.txt |
73б |
external_links.txt |
70б |