[FreeTutorials.Us] data-science-and-machine-learning-with-python-hands-on torrent, magnet, bt

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[FreeTutorials.Us] data-science-and-machine-learning-with-python-hands-on

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Content Size:

3.83GB

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2019-07-12

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FreeTutorials Us data science and machine learning with python hands on

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File Name

Size

01 Getting Started/001 Introduction.mp4

57.6MB

01 Getting Started/002 Activity Getting What You Need.mp4

32.6MB

01 Getting Started/003 Activity Installing Enthought Canopy.mp4

47.78MB

01 Getting Started/004 Python Basics Part 1.mp4

63.86MB

01 Getting Started/005 Activity Python Basics Part 2.mp4

42.48MB

01 Getting Started/006 Running Python Scripts.mp4

35.13MB

02 Statistics and Probability Refresher and Python Practise/007 Types of Data.mp4

49.5MB

02 Statistics and Probability Refresher and Python Practise/008 Mean Median Mode.mp4

44.61MB

02 Statistics and Probability Refresher and Python Practise/009 Activity Using mean median and mode in Python.mp4

59.16MB

02 Statistics and Probability Refresher and Python Practise/010 Activity Variation and Standard Deviation.mp4

67.08MB

02 Statistics and Probability Refresher and Python Practise/011 Probability Density Function Probability Mass Function.mp4

18.52MB

02 Statistics and Probability Refresher and Python Practise/012 Common Data Distributions.mp4

41.94MB

02 Statistics and Probability Refresher and Python Practise/013 Activity Percentiles and Moments.mp4

63.03MB

02 Statistics and Probability Refresher and Python Practise/014 Activity A Crash Course in matplotlib.mp4

71.83MB

02 Statistics and Probability Refresher and Python Practise/015 Activity Covariance and Correlation.mp4

72.8MB

02 Statistics and Probability Refresher and Python Practise/016 Exercise Conditional Probability.mp4

49.55MB

02 Statistics and Probability Refresher and Python Practise/017 Exercise Solution Conditional Probability of Purchase by Age.mp4

22.72MB

02 Statistics and Probability Refresher and Python Practise/018 Bayes Theorem.mp4

45.95MB

03 Predictive Models/019 Activity Linear Regression.mp4

46MB

03 Predictive Models/020 Activity Polynomial Regression.mp4

44.43MB

03 Predictive Models/021 Activity Multivariate Regression and Predicting Car Prices.mp4

49.97MB

03 Predictive Models/022 Multi-Level Models.mp4

34.9MB

04 Machine Learning with Python/023 Supervised vs. Unsupervised Learning and TrainTest.mp4

69.24MB

04 Machine Learning with Python/024 Activity Using TrainTest to Prevent Overfitting a Polynomial Regression.mp4

33.55MB

04 Machine Learning with Python/025 Bayesian Methods Concepts.mp4

28.54MB

04 Machine Learning with Python/026 Activity Implementing a Spam Classifier with Naive Bayes.mp4

56.26MB

04 Machine Learning with Python/027 K-Means Clustering.mp4

44.77MB

04 Machine Learning with Python/028 Activity Clustering people based on income and age.mp4

37.26MB

04 Machine Learning with Python/029 Measuring Entropy.mp4

28.43MB

04 Machine Learning with Python/030 Activity Install GraphViz.html

1.84KB

04 Machine Learning with Python/031 Decision Trees Concepts.mp4

60.34MB

04 Machine Learning with Python/032 Activity Decision Trees Predicting Hiring Decisions.mp4

55.76MB

04 Machine Learning with Python/033 Ensemble Learning.mp4

52.68MB

04 Machine Learning with Python/034 Support Vector Machines SVM Overview.mp4

33.31MB

04 Machine Learning with Python/035 Activity Using SVM to cluster people using scikit-learn.mp4

30.95MB

05 Recommender Systems/036 User-Based Collaborative Filtering.mp4

57.14MB

05 Recommender Systems/037 Item-Based Collaborative Filtering.mp4

51.04MB

05 Recommender Systems/038 Activity Finding Movie Similarities.mp4

74.45MB

05 Recommender Systems/039 Activity Improving the Results of Movie Similarities.mp4

69.69MB

05 Recommender Systems/040 Activity Making Movie Recommendations to People.mp4

99.85MB

05 Recommender Systems/041 Exercise Improve the recommenders results.mp4

75.32MB

06 More Data Mining and Machine Learning Techniques/042 K-Nearest-Neighbors Concepts.mp4

31.92MB

06 More Data Mining and Machine Learning Techniques/043 Activity Using KNN to predict a rating for a movie.mp4

89.96MB

06 More Data Mining and Machine Learning Techniques/044 Dimensionality Reduction Principal Component Analysis.mp4

55.46MB

06 More Data Mining and Machine Learning Techniques/045 Activity PCA Example with the Iris data set.mp4

83.1MB

06 More Data Mining and Machine Learning Techniques/046 Data Warehousing Overview ETL and ELT.mp4

83.96MB

06 More Data Mining and Machine Learning Techniques/047 Reinforcement Learning.mp4

93.25MB

07 Dealing with Real-World Data/048 BiasVariance Tradeoff.mp4

47.29MB

07 Dealing with Real-World Data/049 Activity K-Fold Cross-Validation to avoid overfitting.mp4

68.67MB

07 Dealing with Real-World Data/050 Data Cleaning and Normalization.mp4

48.28MB

07 Dealing with Real-World Data/051 Activity Cleaning web log data.mp4

93.55MB

07 Dealing with Real-World Data/052 Normalizing numerical data.mp4

29.66MB

07 Dealing with Real-World Data/053 Activity Detecting outliers.mp4

61.29MB

08 Apache Spark Machine Learning on Big Data/054 Activity Installing Spark - Part 1.mp4

72.7MB

08 Apache Spark Machine Learning on Big Data/055 Activity Installing Spark - Part 2.mp4

134.15MB

08 Apache Spark Machine Learning on Big Data/056 Spark Introduction.mp4

48.22MB

08 Apache Spark Machine Learning on Big Data/057 Spark and the Resilient Distributed Dataset RDD.mp4

54.67MB

08 Apache Spark Machine Learning on Big Data/058 Introducing MLLib.mp4

43.6MB

08 Apache Spark Machine Learning on Big Data/059 Activity Decision Trees in Spark.mp4

132.09MB

08 Apache Spark Machine Learning on Big Data/060 Activity K-Means Clustering in Spark.mp4

93.8MB

08 Apache Spark Machine Learning on Big Data/061 TF IDF.mp4

49.27MB

08 Apache Spark Machine Learning on Big Data/062 Activity Searching Wikipedia with Spark.mp4

98.61MB

08 Apache Spark Machine Learning on Big Data/063 Activity Using the Spark 2.0 DataFrame API for MLLib.mp4

43.69MB

09 Experimental Design/064 AB Testing Concepts.mp4

65.34MB

09 Experimental Design/065 T-Tests and P-Values.mp4

47.03MB

09 Experimental Design/066 Activity Hands-on With T-Tests.mp4

64.68MB

09 Experimental Design/067 Determining How Long to Run an Experiment.mp4

27.36MB

09 Experimental Design/068 AB Test Gotchas.mp4

66.5MB

10 You made it/069 More to Explore.mp4

60.96MB

10 You made it/070 Dont Forget to Leave a Rating.html

823B

10 You made it/071 Bonus Lecture Discounts on my Spark and MapReduce courses.mp4

10.12MB

Freetutorials.us.url

119B

[FreeTutorials.us].txt

75B

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