Udemy data science and machine learning with python hands on Torrent Download LocationsAdded 1 Year+ | ||
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| Name: | Udemy data science and machine learning with python hands on |
| Usenet: | Downloads Anonymously to Unlimited data Access! Get Usenet Free Trial |
| Hash: | E689B804347A5C76C41CA887FCCAE80EC91E0694 |
| Category: | Other |
| Peers: | Seeds: 0 & Leechers: 9 |
| Size: | 3.07 GB |
| Stream: | Watch Full HD Movies @ LimeMovies |
| Date: | 16 July 2019 |
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Torrent Files Size: 3.07 GB |
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 [FreeTutorials.Us] Udemy - data-science-and-machine-learning-with-python-hands-on 01 Getting Started 001 Introduction.mp4 - 27.73 MB  001 Introduction-subtitle-en.srt - 4.91 KB 002 [Activity] Getting What You Need.mp4 - 9.52 MB 002 [Activity] Getting What You Need-subtitle-en.srt - 4.78 KB 003 [Activity] Installing Enthought Canopy.mp4 - 40.51 MB 003 [Activity] Installing Enthought Canopy-subtitle-en.srt - 9.49 KB 004 Python Basics_ Part 1.mp4 - 43.97 MB 004 Python Basics_ Part 1-subtitle-en.srt - 33.73 KB 005 [Activity] Python Basics_ Part 2.mp4 - 28.46 MB 005 [Activity] Python Basics_ Part 2-subtitle-en.srt - 19.86 KB 006 Running Python Scripts.mp4 - 21.57 MB 006 Running Python Scripts-subtitle-en.srt - 8.57 KB 007 Introducing the Pandas Library.mp4 - 43.34 MB 007 Introducing the Pandas Library-subtitle-en.srt - 18 KB  external_links.txt - 146 bytes 02 Statistics and Probability Refresher_ and Python Practise 008 Types of Data.mp4 - 34.11 MB 008 Types of Data-subtitle-en.srt - 15.42 KB 009 Mean_ Median_ Mode.mp4 - 28.17 MB 009 Mean_ Median_ Mode-subtitle-en.srt - 12.32 KB 010 [Activity] Using mean_ median_ and mode in Python.mp4 - 38.99 MB 010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt - 17.35 KB 011 [Activity] Variation and Standard Deviation.mp4 - 45.62 MB 011 [Activity] Variation and Standard Deviation-subtitle-en.srt - 24.46 KB 012 Probability Density Function; Probability Mass Function.mp4 - 12.35 MB 012 Probability Density Function; Probability Mass Function-subtitle-en.srt - 7.26 KB 013 Common Data Distributions.mp4 - 27.67 MB 013 Common Data Distributions-subtitle-en.srt - 15.28 KB 014 [Activity] Percentiles and Moments.mp4 - 42.98 MB 014 [Activity] Percentiles and Moments-subtitle-en.srt - 26.79 KB 015 [Activity] A Crash Course in matplotlib.mp4 - 49.28 MB 015 [Activity] A Crash Course in matplotlib-subtitle-en.srt - 27.09 KB 016 [Activity] Covariance and Correlation.mp4 - 49.78 MB 016 [Activity] Covariance and Correlation-subtitle-en.srt - 24.57 KB 017 [Exercise] Conditional Probability.mp4 - 49.55 MB 017 [Exercise] Conditional Probability-subtitle-en.srt - 24.47 KB 018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4 - 14.09 MB 018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt - 4.67 KB 019 Bayes' Theorem.mp4 - 30.13 MB 019 Bayes' Theorem-subtitle-en.srt - 10.95 KB 03 Predictive Models 020 [Activity] Linear Regression.mp4 - 32.97 MB 020 [Activity] Linear Regression-subtitle-en.srt - 24.32 KB 021 [Activity] Polynomial Regression.mp4 - 29.78 MB 021 [Activity] Polynomial Regression-subtitle-en.srt - 16.71 KB 022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 - 49.97 MB 022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt - 23.76 KB 023 Multi-Level Models.mp4 - 23.66 MB 023 Multi-Level Models-subtitle-en.srt - 10.17 KB 04 Machine Learning with Python 024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 - 47.8 MB 024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt - 19.85 KB 025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4 - 22.02 MB 025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression-subtitle-en.srt - 12.47 KB 026 Bayesian Methods_ Concepts.mp4 - 19.41 MB 026 Bayesian Methods_ Concepts-subtitle-en.srt - 8.43 KB 027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4 - 36.48 MB 027 [Activity] Implementing a Spam Classifier with Naive Bayes-subtitle-en.srt - 16.55 KB 028 K-Means Clustering.mp4 - 30.3 MB 028 K-Means Clustering-subtitle-en.srt - 16.33 KB 029 [Activity] Clustering people based on income and age.mp4 - 23.98 MB 029 [Activity] Clustering people based on income and age-subtitle-en.srt - 11 KB 030 Measuring Entropy.mp4 - 17.48 MB 030 Measuring Entropy-subtitle-en.srt - 6.61 KB  031 [Activity] Install GraphViz.html - 2.68 KB 032 Decision Trees_ Concepts.mp4 - 39.72 MB 032 Decision Trees_ Concepts-subtitle-en.srt - 20 KB 033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4 - 38.23 MB 033 [Activity] Decision Trees_ Predicting Hiring Decisions-subtitle-en.srt - 21.27 KB 034 Ensemble Learning.mp4 - 33.7 MB 034 Ensemble Learning-subtitle-en.srt - 13.81 KB 035 Support Vector Machines (SVM) Overview.mp4 - 21.77 MB 035 Support Vector Machines (SVM) Overview-subtitle-en.srt - 9.43 KB 036 [Activity] Using SVM to cluster people using scikit-learn.mp4 - 20.84 MB 036 [Activity] Using SVM to cluster people using scikit-learn-subtitle-en.srt - 11.33 KB 05 Recommender Systems 037 User-Based Collaborative Filtering.mp4 - 36.81 MB 037 User-Based Collaborative Filtering-subtitle-en.srt - 18.39 KB 038 Item-Based Collaborative Filtering.mp4 - 33.56 MB 038 Item-Based Collaborative Filtering-subtitle-en.srt - 18.96 KB 039 [Activity] Finding Movie Similarities.mp4 - 48.48 MB 039 [Activity] Finding Movie Similarities-subtitle-en.srt - 19.06 KB 040 [Activity] Improving the Results of Movie Similarities.mp4 - 43.98 MB 040 [Activity] Improving the Results of Movie Similarities-subtitle-en.srt - 15.94 KB 041 [Activity] Making Movie Recommendations to People.mp4 - 63.25 MB 041 [Activity] Making Movie Recommendations to People-subtitle-en.srt - 21.46 KB 042 [Exercise] Improve the recommender's results.mp4 - 45.85 MB 042 [Exercise] Improve the recommender's results-subtitle-en.srt - 12.56 KB 06 More Data Mining and Machine Learning Techniques 043 K-Nearest-Neighbors_ Concepts.mp4 - 19.9 MB 043 K-Nearest-Neighbors_ Concepts-subtitle-en.srt - 8.53 KB 044 [Activity] Using KNN to predict a rating for a movie.mp4 - 59.21 MB 044 [Activity] Using KNN to predict a rating for a movie-subtitle-en.srt - 26.93 KB 045 Dimensionality Reduction; Principal Component Analysis.mp4 - 35.67 MB 045 Dimensionality Reduction; Principal Component Analysis-subtitle-en.srt - 11.73 KB 046 [Activity] PCA Example with the Iris data set.mp4 - 53.31 MB 046 [Activity] PCA Example with the Iris data set-subtitle-en.srt - 20.06 KB 047 Data Warehousing Overview_ ETL and ELT.mp4 - 54.11 MB 047 Data Warehousing Overview_ ETL and ELT-subtitle-en.srt - 18.72 KB 048 Reinforcement Learning.mp4 - 63.56 MB 048 Reinforcement Learning-subtitle-en.srt - 26.97 KB external_links.txt - 113 bytes 07 Dealing with Real-World Data 049 Bias_Variance Tradeoff.mp4 - 31.23 MB 049 Bias_Variance Tradeoff-subtitle-en.srt - 13.69 KB 050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 - 45.87 MB 050 [Activity] K-Fold Cross-Validation to avoid overfitting-subtitle-en.srt - 23.25 KB 051 Data Cleaning and Normalization.mp4 - 31.9 MB 051 Data Cleaning and Normalization-subtitle-en.srt - 16.23 KB 052 [Activity] Cleaning web log data.mp4 - 60.16 MB 052 [Activity] Cleaning web log data-subtitle-en.srt - 22.55 KB 053 Normalizing numerical data.mp4 - 19.02 MB 053 Normalizing numerical data-subtitle-en.srt - 7.32 KB 054 [Activity] Detecting outliers.mp4 - 39.04 MB 054 [Activity] Detecting outliers-subtitle-en.srt - 14.65 KB 08 Apache Spark_ Machine Learning on Big Data 055 Warning about Java 9!.html - 1.5 KB 056 [Activity] Installing Spark - Part 1.mp4 - 44.24 MB 056 [Activity] Installing Spark - Part 1-subtitle-en.srt - 15.8 KB 057 [Activity] Installing Spark - Part 2.mp4 - 85.81 MB 057 [Activity] Installing Spark - Part 2-subtitle-en.srt - 26.89 KB 058 Spark Introduction.mp4 - 32.46 MB 058 Spark Introduction-subtitle-en.srt - 20.12 KB 059 Spark and the Resilient Distributed Dataset (RDD).mp4 - 36.41 MB 059 Spark and the Resilient Distributed Dataset (RDD)-subtitle-en.srt - 23.2 KB 060 Introducing MLLib.mp4 - 26.27 MB 060 Introducing MLLib-subtitle-en.srt - 10.93 KB 061 [Activity] Decision Trees in Spark.mp4 - 88.24 MB 061 [Activity] Decision Trees in Spark-subtitle-en.srt - 30.84 KB 062 [Activity] K-Means Clustering in Spark.mp4 - 62.85 MB 062 [Activity] K-Means Clustering in Spark-subtitle-en.srt - 21.24 KB 063 TF _ IDF.mp4 - 32.2 MB 063 TF _ IDF-subtitle-en.srt - 13.34 KB 064 [Activity] Searching Wikipedia with Spark.mp4 - 59.76 MB 064 [Activity] Searching Wikipedia with Spark-subtitle-en.srt - 14.65 KB 065 [Activity] Using the Spark 2_0 DataFrame API for MLLib.mp4 - 30.53 MB 065 [Activity] Using the Spark 2_0 DataFrame API for MLLib-subtitle-en.srt - 16.54 KB external_links.txt - 73 bytes 09 Experimental Design 066 A_B Testing Concepts.mp4 - 42.69 MB 066 A_B Testing Concepts-subtitle-en.srt - 19.15 KB 067 T-Tests and P-Values.mp4 - 30.11 MB 067 T-Tests and P-Values-subtitle-en.srt - 12.54 KB 068 [Activity] Hands-on With T-Tests.mp4 - 40.06 MB 068 [Activity] Hands-on With T-Tests-subtitle-en.srt - 13.01 KB 069 Determining How Long to Run an Experiment.mp4 - 16.68 MB 069 Determining How Long to Run an Experiment-subtitle-en.srt - 7.97 KB 070 A_B Test Gotchas.mp4 - 43.78 MB 070 A_B Test Gotchas-subtitle-en.srt - 20.78 KB 10 Deep Learning and Neural Networks 071 Deep Learning Pre-Requisites.mp4 - 30.43 MB 071 Deep Learning Pre-Requisites-subtitle-en.srt - 20.1 KB 072 The History of Artificial Neural Networks.mp4 - 22.45 MB 072 The History of Artificial Neural Networks-subtitle-en.srt - 19.76 KB 073 [Activity] Deep Learning in the Tensorflow Playground.mp4 - 49.01 MB 073 [Activity] Deep Learning in the Tensorflow Playground-subtitle-en.srt - 20.44 KB 074 Deep Learning Details.mp4 - 18.17 MB 074 Deep Learning Details-subtitle-en.srt - 17.41 KB 075 Introducing Tensorflow.mp4 - 25.44 MB |
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