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

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2019-06-25

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FreeTutorials Us Udemy data science and machine learning with python hands on

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File Name

Size

01 Getting Started/001 Introduction.mp4

27.73MB

01 Getting Started/001 Introduction-subtitle-en.srt

4.91KB

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

9.52MB

01 Getting Started/002 [Activity] Getting What You Need-subtitle-en.srt

4.78KB

01 Getting Started/003 [Activity] Installing Enthought Canopy.mp4

40.51MB

01 Getting Started/003 [Activity] Installing Enthought Canopy-subtitle-en.srt

9.49KB

01 Getting Started/004 Python Basics_ Part 1.mp4

43.97MB

01 Getting Started/004 Python Basics_ Part 1-subtitle-en.srt

33.73KB

01 Getting Started/005 [Activity] Python Basics_ Part 2.mp4

28.46MB

01 Getting Started/005 [Activity] Python Basics_ Part 2-subtitle-en.srt

19.86KB

01 Getting Started/006 Running Python Scripts.mp4

21.57MB

01 Getting Started/006 Running Python Scripts-subtitle-en.srt

8.57KB

01 Getting Started/007 Introducing the Pandas Library.mp4

43.34MB

01 Getting Started/007 Introducing the Pandas Library-subtitle-en.srt

18KB

01 Getting Started/external_links.txt

146B

02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data.mp4

34.11MB

02 Statistics and Probability Refresher_ and Python Practise/008 Types of Data-subtitle-en.srt

15.42KB

02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode.mp4

28.17MB

02 Statistics and Probability Refresher_ and Python Practise/009 Mean_ Median_ Mode-subtitle-en.srt

12.32KB

02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python.mp4

38.99MB

02 Statistics and Probability Refresher_ and Python Practise/010 [Activity] Using mean_ median_ and mode in Python-subtitle-en.srt

17.35KB

02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation.mp4

45.62MB

02 Statistics and Probability Refresher_ and Python Practise/011 [Activity] Variation and Standard Deviation-subtitle-en.srt

24.46KB

02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function.mp4

12.35MB

02 Statistics and Probability Refresher_ and Python Practise/012 Probability Density Function; Probability Mass Function-subtitle-en.srt

7.26KB

02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions.mp4

27.67MB

02 Statistics and Probability Refresher_ and Python Practise/013 Common Data Distributions-subtitle-en.srt

15.28KB

02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments.mp4

42.98MB

02 Statistics and Probability Refresher_ and Python Practise/014 [Activity] Percentiles and Moments-subtitle-en.srt

26.79KB

02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4

49.28MB

02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib-subtitle-en.srt

27.09KB

02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4

49.78MB

02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation-subtitle-en.srt

24.57KB

02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4

49.55MB

02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability-subtitle-en.srt

24.47KB

02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age.mp4

14.09MB

02 Statistics and Probability Refresher_ and Python Practise/018 Exercise Solution_ Conditional Probability of Purchase by Age-subtitle-en.srt

4.67KB

02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem.mp4

30.13MB

02 Statistics and Probability Refresher_ and Python Practise/019 Bayes' Theorem-subtitle-en.srt

10.95KB

03 Predictive Models/020 [Activity] Linear Regression.mp4

32.97MB

03 Predictive Models/020 [Activity] Linear Regression-subtitle-en.srt

24.32KB

03 Predictive Models/021 [Activity] Polynomial Regression.mp4

29.78MB

03 Predictive Models/021 [Activity] Polynomial Regression-subtitle-en.srt

16.71KB

03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4

49.97MB

03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices-subtitle-en.srt

23.76KB

03 Predictive Models/023 Multi-Level Models.mp4

23.66MB

03 Predictive Models/023 Multi-Level Models-subtitle-en.srt

10.17KB

04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4

47.8MB

04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test-subtitle-en.srt

19.85KB

04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression.mp4

22.02MB

04 Machine Learning with Python/025 [Activity] Using Train_Test to Prevent Overfitting a Polynomial Regression-subtitle-en.srt

12.47KB

04 Machine Learning with Python/026 Bayesian Methods_ Concepts.mp4

19.41MB

04 Machine Learning with Python/026 Bayesian Methods_ Concepts-subtitle-en.srt

8.43KB

04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes.mp4

36.48MB

04 Machine Learning with Python/027 [Activity] Implementing a Spam Classifier with Naive Bayes-subtitle-en.srt

16.55KB

04 Machine Learning with Python/028 K-Means Clustering.mp4

30.3MB

04 Machine Learning with Python/028 K-Means Clustering-subtitle-en.srt

16.33KB

04 Machine Learning with Python/029 [Activity] Clustering people based on income and age.mp4

23.98MB

04 Machine Learning with Python/029 [Activity] Clustering people based on income and age-subtitle-en.srt

11KB

04 Machine Learning with Python/030 Measuring Entropy.mp4

17.48MB

04 Machine Learning with Python/030 Measuring Entropy-subtitle-en.srt

6.61KB

04 Machine Learning with Python/031 [Activity] Install GraphViz.html

2.68KB

04 Machine Learning with Python/032 Decision Trees_ Concepts.mp4

39.72MB

04 Machine Learning with Python/032 Decision Trees_ Concepts-subtitle-en.srt

20KB

04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions.mp4

38.23MB

04 Machine Learning with Python/033 [Activity] Decision Trees_ Predicting Hiring Decisions-subtitle-en.srt

21.27KB

04 Machine Learning with Python/034 Ensemble Learning.mp4

33.7MB

04 Machine Learning with Python/034 Ensemble Learning-subtitle-en.srt

13.81KB

04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview.mp4

21.77MB

04 Machine Learning with Python/035 Support Vector Machines (SVM) Overview-subtitle-en.srt

9.43KB

04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn.mp4

20.84MB

04 Machine Learning with Python/036 [Activity] Using SVM to cluster people using scikit-learn-subtitle-en.srt

11.33KB

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

36.81MB

05 Recommender Systems/037 User-Based Collaborative Filtering-subtitle-en.srt

18.39KB

05 Recommender Systems/038 Item-Based Collaborative Filtering.mp4

33.56MB

05 Recommender Systems/038 Item-Based Collaborative Filtering-subtitle-en.srt

18.96KB

05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4

48.48MB

05 Recommender Systems/039 [Activity] Finding Movie Similarities-subtitle-en.srt

19.06KB

05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities.mp4

43.98MB

05 Recommender Systems/040 [Activity] Improving the Results of Movie Similarities-subtitle-en.srt

15.94KB

05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4

63.25MB

05 Recommender Systems/041 [Activity] Making Movie Recommendations to People-subtitle-en.srt

21.46KB

05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4

45.85MB

05 Recommender Systems/042 [Exercise] Improve the recommender's results-subtitle-en.srt

12.56KB

06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts.mp4

19.9MB

06 More Data Mining and Machine Learning Techniques/043 K-Nearest-Neighbors_ Concepts-subtitle-en.srt

8.53KB

06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie.mp4

59.21MB

06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie-subtitle-en.srt

26.93KB

06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis.mp4

35.67MB

06 More Data Mining and Machine Learning Techniques/045 Dimensionality Reduction; Principal Component Analysis-subtitle-en.srt

11.73KB

06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4

53.31MB

06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set-subtitle-en.srt

20.06KB

06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4

54.11MB

06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT-subtitle-en.srt

18.72KB

06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4

63.56MB

06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning-subtitle-en.srt

26.97KB

06 More Data Mining and Machine Learning Techniques/external_links.txt

113B

07 Dealing with Real-World Data/049 Bias_Variance Tradeoff.mp4

31.23MB

07 Dealing with Real-World Data/049 Bias_Variance Tradeoff-subtitle-en.srt

13.69KB

07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4

45.87MB

07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting-subtitle-en.srt

23.25KB

07 Dealing with Real-World Data/051 Data Cleaning and Normalization.mp4

31.9MB

07 Dealing with Real-World Data/051 Data Cleaning and Normalization-subtitle-en.srt

16.23KB

07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4

60.16MB

07 Dealing with Real-World Data/052 [Activity] Cleaning web log data-subtitle-en.srt

22.55KB

07 Dealing with Real-World Data/053 Normalizing numerical data.mp4

19.02MB

07 Dealing with Real-World Data/053 Normalizing numerical data-subtitle-en.srt

7.32KB

07 Dealing with Real-World Data/054 [Activity] Detecting outliers.mp4

39.04MB

07 Dealing with Real-World Data/054 [Activity] Detecting outliers-subtitle-en.srt

14.65KB

08 Apache Spark_ Machine Learning on Big Data/055 Warning about Java 9!.html

1.5KB

08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1.mp4

44.24MB

08 Apache Spark_ Machine Learning on Big Data/056 [Activity] Installing Spark - Part 1-subtitle-en.srt

15.8KB

08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2.mp4

85.81MB

08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2-subtitle-en.srt

26.89KB

08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction.mp4

32.46MB

08 Apache Spark_ Machine Learning on Big Data/058 Spark Introduction-subtitle-en.srt

20.12KB

08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD).mp4

36.41MB

08 Apache Spark_ Machine Learning on Big Data/059 Spark and the Resilient Distributed Dataset (RDD)-subtitle-en.srt

23.2KB

08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib.mp4

26.27MB

08 Apache Spark_ Machine Learning on Big Data/060 Introducing MLLib-subtitle-en.srt

10.93KB

08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark.mp4

88.24MB

08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark-subtitle-en.srt

30.84KB

08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark.mp4

62.85MB

08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark-subtitle-en.srt

21.24KB

08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF.mp4

32.2MB

08 Apache Spark_ Machine Learning on Big Data/063 TF _ IDF-subtitle-en.srt

13.34KB

08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark.mp4

59.76MB

08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark-subtitle-en.srt

14.65KB

08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib.mp4

30.53MB

08 Apache Spark_ Machine Learning on Big Data/065 [Activity] Using the Spark 2_0 DataFrame API for MLLib-subtitle-en.srt

16.54KB

08 Apache Spark_ Machine Learning on Big Data/external_links.txt

73B

09 Experimental Design/066 A_B Testing Concepts.mp4

42.69MB

09 Experimental Design/066 A_B Testing Concepts-subtitle-en.srt

19.15KB

09 Experimental Design/067 T-Tests and P-Values.mp4

30.11MB

09 Experimental Design/067 T-Tests and P-Values-subtitle-en.srt

12.54KB

09 Experimental Design/068 [Activity] Hands-on With T-Tests.mp4

40.06MB

09 Experimental Design/068 [Activity] Hands-on With T-Tests-subtitle-en.srt

13.01KB

09 Experimental Design/069 Determining How Long to Run an Experiment.mp4

16.68MB

09 Experimental Design/069 Determining How Long to Run an Experiment-subtitle-en.srt

7.97KB

09 Experimental Design/070 A_B Test Gotchas.mp4

43.78MB

09 Experimental Design/070 A_B Test Gotchas-subtitle-en.srt

20.78KB

10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites.mp4

30.43MB

10 Deep Learning and Neural Networks/071 Deep Learning Pre-Requisites-subtitle-en.srt

20.1KB

10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks.mp4

22.45MB

10 Deep Learning and Neural Networks/072 The History of Artificial Neural Networks-subtitle-en.srt

19.76KB

10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4

49.01MB

10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground-subtitle-en.srt

20.44KB

10 Deep Learning and Neural Networks/074 Deep Learning Details.mp4

18.17MB

10 Deep Learning and Neural Networks/074 Deep Learning Details-subtitle-en.srt

17.41KB

10 Deep Learning and Neural Networks/075 Introducing Tensorflow.mp4

25.44MB

10 Deep Learning and Neural Networks/075 Introducing Tensorflow-subtitle-en.srt

23.17KB

10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1.mp4

28.35MB

10 Deep Learning and Neural Networks/076 [Activity] Using Tensorflow_ Part 1-subtitle-en.srt

16.44KB

10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2.mp4

34.22MB

10 Deep Learning and Neural Networks/077 [Activity] Using Tensorflow_ Part 2-subtitle-en.srt

22.92KB

10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras.mp4

33.83MB

10 Deep Learning and Neural Networks/078 [Activity] Introducing Keras-subtitle-en.srt

24.82KB

10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations.mp4

27.3MB

10 Deep Learning and Neural Networks/079 [Activity] Using Keras to Predict Political Affiliations-subtitle-en.srt

21.71KB

10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's).mp4

23.99MB

10 Deep Learning and Neural Networks/080 Convolutional Neural Networks (CNN's)-subtitle-en.srt

20.55KB

10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition.mp4

22.43MB

10 Deep Learning and Neural Networks/081 [Activity] Using CNN's for handwriting recognition-subtitle-en.srt

14KB

10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's).mp4

21.56MB

10 Deep Learning and Neural Networks/082 Recurrent Neural Networks (RNN's)-subtitle-en.srt

19.13KB

10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis.mp4

27.71MB

10 Deep Learning and Neural Networks/083 [Activity] Using a RNN for sentiment analysis-subtitle-en.srt

17.77KB

10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4

53.66MB

10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning-subtitle-en.srt

19.78KB

10 Deep Learning and Neural Networks/085 Learning More about Deep Learning.mp4

26.18MB

10 Deep Learning and Neural Networks/085 Learning More about Deep Learning-subtitle-en.srt

3.27KB

11 Final Project/086 Your final project assignment.mp4

19.61MB

11 Final Project/086 Your final project assignment-subtitle-en.srt

11.88KB

11 Final Project/087 Final project review.mp4

28.03MB

11 Final Project/087 Final project review-subtitle-en.srt

15.75KB

12 You made it!/088 More to Explore.mp4

45.14MB

12 You made it!/088 More to Explore-subtitle-en.srt

6.93KB

12 You made it!/089 Don't Forget to Leave a Rating!.html

1.64KB

12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!.mp4

24.32MB

12 You made it!/090 Bonus Lecture_ Discounts on my Spark and MapReduce courses!-subtitle-en.srt

4.59KB

12 You made it!/external_links.txt

70B

[Discuss.FreeTutorials.us].url

252B

[FreeCoursesOnline.Us].url

123B

[FreeTutorials.Us].url

119B

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

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Latest Search: 1.無修正-流出 flav 2.sauna 3. 泰國 4.無碼流出 5.Xiaobing