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[ DevCourseWeb.com ] Udemy - Learn Data Mining and Machine Learning with Python
magnet:?xt=urn:btih:5be4766d7af4e6ebc6ff6ab01910d536214084f9&dn=[ DevCourseWeb.com ] Udemy - Learn Data Mining and Machine Learning with Python
磁力链接详情
Hash值:
5be4766d7af4e6ebc6ff6ab01910d536214084f9
点击数:
131
文件大小:
3.2 GB
文件数量:
127
创建日期:
2023-10-1 16:45
最后访问:
2024-7-4 00:47
访问标签:
DevCourseWeb
com
Udemy
-
Learn
Data
Mining
and
Machine
Learning
with
Python
文件列表详情
~Get Your Files Here !/01 - Introduction/001 Introduction to Course.mp4 25.44 MB
~Get Your Files Here !/01 - Introduction/002 Course Contents.mp4 9.05 MB
~Get Your Files Here !/01 - Introduction/003 Control a pace of a video.mp4 3.8 MB
~Get Your Files Here !/01 - Introduction/004 Introduction to Data Mining.mp4 9.27 MB
~Get Your Files Here !/01 - Introduction/005 Business Applications of Data Mining.mp4 15.87 MB
~Get Your Files Here !/01 - Introduction/006 Data Mining Process Pyramid.mp4 12.57 MB
~Get Your Files Here !/01 - Introduction/007 Introduction to Machine Learning.mp4 10.64 MB
~Get Your Files Here !/01 - Introduction/008 How Does Machine Learning Work.mp4 18.73 MB
~Get Your Files Here !/01 - Introduction/009 Machine Learning Algorithms Types.mp4 16.62 MB
~Get Your Files Here !/01 - Introduction/010 Reinforcement Learning overview.mp4 12.93 MB
~Get Your Files Here !/02 - Setup Programming Environment/001 Install Anaconda package.mp4 29.65 MB
~Get Your Files Here !/02 - Setup Programming Environment/002 Introduction to Jupyter.mp4 29.7 MB
~Get Your Files Here !/02 - Setup Programming Environment/003 Introduction to Python Part-1(Create Lists).mp4 35.61 MB
~Get Your Files Here !/02 - Setup Programming Environment/004 Introduction to Python Part-2 (Create Tuples & Dictionaries).mp4 21.53 MB
~Get Your Files Here !/02 - Setup Programming Environment/005 Introduction to Python Part-3 (Loops & Functions).mp4 38.56 MB
~Get Your Files Here !/02 - Setup Programming Environment/006 Introduction to Pandas Library.mp4 66.12 MB
~Get Your Files Here !/02 - Setup Programming Environment/007 Introduction to NumPy & Matplotlib Libraries.mp4 25.26 MB
~Get Your Files Here !/02 - Setup Programming Environment/008 Introduction to Scikit-learn Library.mp4 5.71 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/001 Introduction to Supervised Learning Algorithms.mp4 6.26 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/002 Types of Variables.mp4 9.57 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/003 Introduction to Regression Analysis.mp4 21.26 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/004 Regression Model Slope.mp4 29.56 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/005 The Intercept Value.mp4 2.91 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/006 R-Squared Value.mp4 28.56 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/007 P-Value.mp4 17.43 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/008 Simple Linear Regression.mp4 3.75 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/010 Overview on the dataset.mp4 5.05 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/011 Create Simple Linear Regression Model in Python-Part 1.mp4 38.52 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/012 Create Simple Linear Regression Model in Python-Part 2.mp4 34.61 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/013 Create Simple Linear Regression Model in Python-Part 3.mp4 25.97 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/014 Create Simple Linear Regression Model in Python-Part 4.mp4 27.41 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/015 Create Simple Linear Regression Model in Python-Part 5.mp4 56.93 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/016 Multiple Linear Regression.mp4 14.19 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/017 Dummy Variables.mp4 36.36 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/019 Stepwise Approach.mp4 28.78 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/020 Assumptions of Multiple Linear Regression.mp4 31.31 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/021 Overview on the business problem data.mp4 7.64 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/022 Create Multiple Linear Regression Model in Python-Part 1.mp4 33.62 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/023 Create Multiple Linear Regression Model in Python-Part 2.mp4 51.01 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/024 Create Multiple Linear Regression Model in Python-Part 3.mp4 92.09 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/025 Create Multiple Linear Regression Model in Python-Part 4.mp4 61.71 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/026 Polynomial Regression.mp4 10.86 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/027 Overview on the business problem data.mp4 7.17 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/028 Create Polynomial Regression Model in Python-Part 1.mp4 48.8 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/029 Create Polynomial Regression Model in Python-Part 2.mp4 57.6 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/030 Create Polynomial Regression Model in Python-Part 3.mp4 23.12 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/032 Introduction to Classification.mp4 19.88 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/033 Introduction to Logistic Regression.mp4 29.1 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/034 Confusion Matrix.mp4 15.56 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/035 Standard Scaler.mp4 12.16 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/036 Overview on the business problem data.mp4 10.28 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/037 Create Logistic Regression Model in Python-Part 1.mp4 63.07 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/038 Create Logistic Regression Model in Python-Part 2.mp4 44.71 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/039 KNN Classification Algorithm.mp4 17.76 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/040 Create KNN Model in Python.mp4 51.93 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/041 Support Vector Machine (SVM) Classification Algorithm.mp4 18.9 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/042 Create Support Vector Machine in Python.mp4 45.85 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/043 Naive Bayes Algorithm Part 1.mp4 19.82 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/044 Naive Bayes Algorithm Part 2.mp4 27.92 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/045 Create Naive Bayes Model in Python.mp4 21.58 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/046 Decision Tree Algorithm.mp4 34.46 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/047 Create Decision Tree Model in Python.mp4 18.81 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/048 Random Forest Algorithm.mp4 6.07 MB
~Get Your Files Here !/03 - Supervised Learning Algorithms/049 Create Random Forest Model in Python.mp4 36.01 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/001 Review Unsupervised Learning Algorithms.mp4 8.52 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/002 Hierarchical Clustering Algorithm.mp4 8.93 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/003 Dendrogram Diagram Method.mp4 20.85 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/004 Overview on the business problem data.mp4 4.18 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/005 Create Hierarchical Clustering Algorithm in Python-1.mp4 60.73 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/006 Create Hierarchical Clustering Algorithm in Python-2.mp4 56.11 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/007 K-means Clustering Algorithm.mp4 16.17 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/008 Using Elbow Method to Determine Optimal Number of Clusters.mp4 48.8 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/009 Create K-means Clustering Algorithm Model in Python - 1.mp4 55 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/010 Create K-means Clustering Algorithm Model in Python - 2.mp4 21.01 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/011 Association Rules (Market Basket Analysis).mp4 52.22 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/012 Overview on the business problem data.mp4 4.13 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/013 Create Association Rules (Market Basket Analysis) Model in Python - 1.mp4 41.23 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/014 Create Association Rules (Market Basket Analysis) Model in Python - 2.mp4 37.72 MB
~Get Your Files Here !/04 - Unsupervised Learning Algorithms/015 Create Association Rules (Market Basket Analysis) Model in Python - 3.mp4 34.7 MB
~Get Your Files Here !/05 - Deep Learning/001 Introduction to Deep Learning.mp4 36.05 MB
~Get Your Files Here !/05 - Deep Learning/002 Use Deep Learning in Classification.mp4 13.25 MB
~Get Your Files Here !/05 - Deep Learning/003 How Does Deep Learning Work.mp4 33.03 MB
~Get Your Files Here !/05 - Deep Learning/004 Activation Functions.mp4 43.14 MB
~Get Your Files Here !/05 - Deep Learning/005 What is Tensorflow.mp4 10.76 MB
~Get Your Files Here !/05 - Deep Learning/006 Introduction to the Deep Learning Problem and Dataset.mp4 8.95 MB
~Get Your Files Here !/05 - Deep Learning/007 Create Artificial Neural Network Model in Python Part-1.mp4 43.02 MB
~Get Your Files Here !/05 - Deep Learning/008 Create Artificial Neural Network Model in Python Part-2.mp4 60.23 MB
~Get Your Files Here !/05 - Deep Learning/009 Create Artificial Neural Network Model in Python Part-3.mp4 42.73 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/001 What is Statistics.mp4 6.05 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/002 Sample And Population.mp4 6.63 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/003 Descriptive and Inferential Statistics.mp4 8.18 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/004 Data types.mp4 22.52 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/005 Visualize Data.mp4 13.4 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/006 Histogram.mp4 36.88 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/007 Central Tendency Measures.mp4 15.1 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/008 Variability Measures.mp4 13.43 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/009 Calculate Central and Variability Measures (Practical).mp4 23.03 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/010 Symmetry and skewness in data.mp4 9.7 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/011 Correlation and Covariance.mp4 23.78 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/012 Introduction to Inferential Statistics.mp4 13.84 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/013 Discrete Probability Distributions.mp4 15.51 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/014 Normal Distribution.mp4 23.97 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/015 Variable standardization.mp4 11.24 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/016 Variable standardization Demo.mp4 8.9 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/017 Introduction to Central Limit Theorem.mp4 23.5 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/018 Estimators.mp4 7.4 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/019 Introduction to Confidence Interval.mp4 23.2 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/020 Calculate Confidence Interval for one Sample with a Known Population Variance.mp4 22.79 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/021 Introduction to the Business Problem.mp4 11.36 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/022 Calculate Confidence Interval in Excel.mp4 78.71 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/023 t - Distribution.mp4 21.7 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/024 Calculate Confidence Interval for one Sample with a Unknown Population Variance.mp4 32.06 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/025 Reduce Margin of Error.mp4 9.51 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/026 Confidence Interval for two Dependent Samples.mp4 5.58 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/027 Calculate Confidence Interval for two Dependent Samples in Excel.mp4 38.33 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/028 Confidence Interval for two Independent Samples with a Known Population Variance.mp4 18.24 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/029 Calculate Confidence Interval for two Independent Samples Known Var in Excel.mp4 37.62 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/030 Confidence Interval for two Independent Samples Unknown Population Variance.mp4 40.03 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/031 What is a Statistical Hypothesis.mp4 13.95 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/032 Types of Hypotheses.mp4 20.54 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/033 P-Value.mp4 10.46 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/035 Testing a Hypothesis for one Sample, Variance is Known.mp4 7.43 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/036 Testing the Hypothesis in Excel.mp4 36.22 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/037 Testing a Hypothesis for one Sample, Variance is Unknown.mp4 23.74 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/038 Testing a Hypothesis for two Dependent Samples.mp4 35.54 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/040 Testing a Hypothesis for two Independent Samples, Variance is Known.mp4 25.03 MB
~Get Your Files Here !/06 - Appendix Statistics Overview/041 Testing a Hypothesis for two Independent Samples, Variance is Unknown.mp4 23.2 MB
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