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【其他】 Python for Data Science and Machine Learning Bootcamp

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19. Decision Trees and Random Forests/4. Decision Trees and Random Forest Solutions Part 1.srt 209.9 MB
26. Neural Nets and Deep Learning/8. Tensorflow Estimators.mp4 164.3 MB
26. Neural Nets and Deep Learning/10. Deep Learning Project - Solutions.mp4 99.2 MB
26. Neural Nets and Deep Learning/7. MNIST - Part Two.mp4 98.7 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/1. TensorFlow Installation.mp4 96.4 MB
27. APPENDIX OLD TENSORFLOW VIDEOS (Version 0.8)/4. MNIST with Multi-Layer Perceptron - Part 3.srt 95.6 MB
25. Big Data and Spark with Python/7. EC2 Instance Set-Up.mp4 90.7 MB
2. Environment Set-Up/1. Python Environment Setup.mp4 80.1 MB
5. Python for Data Analysis - NumPy/3. Numpy Arrays.srt 76.1 MB
18. K Nearest Neighbors/4. KNN Project Solutions.mp4 74.3 MB
25. Big Data and Spark with Python/12. RDD Transformations and Actions.mp4 74.2 MB
25. Big Data and Spark with Python/9. PySpark Setup.mp4 74.0 MB
26. Neural Nets and Deep Learning/6. MNIST - Part One.srt 71.7 MB
11. Python for Data Visualization - Plotly and Cufflinks/2. Plotly and Cufflinks.mp4 65.7 MB
9. Python for Data Visualization - Seaborn/2. Distribution Plots.mp4 64.7 MB
13. Data Capstone Project/7. Finance Project - Solutions Part 1.mp4 63.4 MB
13. Data Capstone Project/4. 911 Calls Solutions - Part 2.mp4 61.7 MB
26. Neural Nets and Deep Learning/6. MNIST - Part One.mp4 61.2 MB
24. Natural Language Processing/6. NLP Project Solutions.srt 60.5 MB
24. Natural Language Processing/6. NLP Project Solutions.mp4 60.5 MB

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【影视】 Data Science Masterclass With R! 4 Projects+8 Case Studies

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Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/5. Linear Regression 5.mp4 259.5 MB
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Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/5. Big Mart Sale - Pre-Processing.mp4 246.5 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/3. Linear Regression 3.mp4 244.4 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/3. Course Curriculum Overview/1. What We are Going to Discuss Over the Course.mp4 229.2 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/9. Capstone Project - Decision Tree.mp4 216.2 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/29. Association Rule Mining/4. Association Rule Mining - Case Study.mp4 214.0 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/30. Capstone Project - Big Mart Sell/6. Big Mart Sale - Model Building & Evaluation.mp4 210.8 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/31. Model Deployment/3. Model Deployment - Steps To Follow.mp4 209.1 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/24. Capstone Project - Titanic Survival/7. Capstone Project - Logistics Regression.mp4 202.9 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/4. Data Manipulation - mutate.mp4 195.3 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/8. Data Manipulation/5. Data Manipulation - filter.mp4 195.2 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/28. Principal Component Analysis (PCA)/2. PCA - R Code Implementation.mp4 190.7 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/16. SUPERVISED LEARNING REGRESSION/4. Linear Regression 4.mp4 188.1 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/19. K-NN/4. K-NN Case Study.mp4 186.2 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/25. K-Mean Clustering/3. K-Mean Clustering R Code Implementation.mp4 182.5 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/28. Principal Component Analysis (PCA)/3. PCA - Case Study.mp4 180.1 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/10. Introduction To Statistics/12. Intro To Stat - Part 7.mp4 177.0 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/26. Hierarchical Clustering/2. Hierarchical Clustering R Code Implementation.mp4 176.6 MB
Data Science Masterclass With R! 4 Projects+8 Case Studies/22. Decision Tree/4. Decision Tree Pruning.mp4 174.5 MB

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【影视】 [DesireCourse.Net] Udemy - R Programming A-Z™ R For Data Science With Real Exercises!

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07 Homework Solutions/075 Homework Solution Section 5 World Trends.mp4 229.1 MB
07 Homework Solutions/073 Homework Solution Section 3 Financial Statement Analysis.mp4 199.6 MB
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04 Matrices/036 Subsetting.mp4 142.3 MB
06 Advanced Visualization With GGPlot2/067 Using Facets.mp4 134.5 MB
03 Fundamentals Of R/023 The power of vectorized operations.mp4 128.8 MB
04 Matrices/031 Building Your First Matrix.mp4 122.9 MB
05 Data Frames/049 Introduction to qplot.mp4 121.8 MB
01 Hit The Ground Running/003 Installing R and R Studio (MAC Windows).mp4 119.5 MB
04 Matrices/033 Colnames() and Rownames().mp4 118.8 MB
07 Homework Solutions/072 Homework Solution Section 2 Law Of Large Numbers.mp4 115.5 MB
03 Fundamentals Of R/024 Functions in R.mp4 115.1 MB
04 Matrices/035 Visualizing With Matplot().mp4 108.0 MB
03 Fundamentals Of R/020 Lets create some vectors.mp4 102.5 MB
07 Homework Solutions/074 Homework Solution Section 4 Basketball Free Throws.mp4 96.7 MB
06 Advanced Visualization With GGPlot2/069 Perfecting By Adding Themes.mp4 94.2 MB
06 Advanced Visualization With GGPlot2/064 Histograms and Density Charts.mp4 93.1 MB
07 Homework Solutions/077 Homework Solution Section 6 Movie Domestic Gross (Part 2).mp4 86.9 MB
05 Data Frames/047 Basic operations with a Data Frame.mp4 86.8 MB

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【影视】 GetFreeCourses.Me-Udemy-Complete Machine Learning and Data Science Zero to Mastery

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5. Data Science Environment Setup/8. Windows Environment Setup 2.mp4 238.7 MB
9. Scikit-learn Creating Machine Learning Models/7. Typical scikit-learn Workflow.mp4 199.4 MB
9. Scikit-learn Creating Machine Learning Models/8. Optional Debugging Warnings In Jupyter.mp4 184.7 MB
17. Career Advice + Extra Bits/9. CWD Git + Github.mp4 184.7 MB
9. Scikit-learn Creating Machine Learning Models/38. Tuning Hyperparameters.mp4 184.1 MB
17. Career Advice + Extra Bits/3. What If I Don_t Have Enough Experience.mp4 168.8 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/7. Feature Engineering.mp4 166.9 MB
9. Scikit-learn Creating Machine Learning Models/44. Putting It All Together.mp4 166.0 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Turning Data Into Numbers.mp4 153.3 MB
5. Data Science Environment Setup/5. Mac Environment Setup.mp4 151.4 MB
9. Scikit-learn Creating Machine Learning Models/14. Choosing The Right Model For Your Data.mp4 150.2 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/19. Feature Importance.mp4 149.2 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/17. Preproccessing Our Data.mp4 146.1 MB
11. Milestone Project 1 Supervised Learning (Binary Classification)/9. Finding Patterns 3.mp4 144.6 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/5. Exploring Our Data.mp4 144.5 MB
9. Scikit-learn Creating Machine Learning Models/13. Getting Your Data Ready Handling Missing Values With Scikit-learn.mp4 143.5 MB
9. Scikit-learn Creating Machine Learning Models/11. Getting Your Data Ready Convert Data To Numbers.mp4 141.6 MB
17. Career Advice + Extra Bits/11. Contributing To Open Source.mp4 136.6 MB
11. Milestone Project 1 Supervised Learning (Binary Classification)/20. Finding The Most Important Features.mp4 133.7 MB
5. Data Science Environment Setup/6. Mac Environment Setup 2.mp4 131.6 MB

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【影视】 [FreeTutorials.Us] [UDEMY] Statistics for Data Science and Business Analysis [FTU]

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5. Practical example descriptive statistics/1. Practical example.mp4 228.4 MB
17. Practical example regression analysis/1. Practical example regression analysis.mp4 191.9 MB
9. Practical example inferential statistics/1. Practical example inferential statistics.mp4 107.6 MB
10. Hypothesis testing Introduction/1. The null and the alternative hypothesis.mp4 96.6 MB
10. Hypothesis testing Introduction/4. Establishing a rejection region and a significance level.mp4 86.5 MB
7. Estimators and estimates/5. Calculating confidence intervals within a population with a known variance.mp4 82.0 MB
8. Confidence intervals advanced topics/1. Calculating confidence intervals for two means with dependent samples.mp4 73.9 MB
12. Practical example hypothesis testing/1. Practical example hypothesis testing.mp4 72.7 MB
6. Distributions/9. Understanding the central limit theorem.mp4 65.9 MB
6. Distributions/2. What is a distribution.mp4 64.6 MB
7. Estimators and estimates/12. What is a margin of error and why is it important in Statistics.mp4 62.1 MB
16. Dealing with categorical data/1. Dummy variables.mp4 60.0 MB
7. Estimators and estimates/7. Confidence interval clarifications.mp4 59.9 MB
11. Hypothesis testing Let's start testing!/3. What is the p-value and why is it one of the most useful tools for statisticians.mp4 58.6 MB
3. The fundamentals of descriptive statistics/3. Levels of measurement.mp4 57.0 MB
11. Hypothesis testing Let's start testing!/1. Test for the mean. Population variance known.mp4 56.9 MB
13. The fundamentals of regression analysis/5. The linear regression model made easy.mp4 53.5 MB
4. Measures of central tendency, asymmetry, and variability/6. Measuring how data is spread out calculating variance.mp4 53.4 MB
11. Hypothesis testing Let's start testing!/7. Test for the mean. Dependent samples.mp4 52.9 MB
7. Estimators and estimates/3. Confidence intervals - an invaluable tool for decision making.mp4 52.4 MB

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【压缩文件】 Data Science Natural Language Processing (NLP) in Python

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Lect01_BigData.mp3 21.9 MB
Lect24_BigData.mp3 21.1 MB
Lect18_BigData.mp3 20.3 MB
Lect09_BigData.mp3 20.1 MB
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Lect19_BigData.mp3 19.6 MB
Lect13_BigData.mp3 19.4 MB
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Lect22_BigData.mp3 18.8 MB
Lect12_BigData.mp3 18.6 MB
Lect16_BigData.mp3 18.5 MB
Lect15_BigData.mp3 18.3 MB
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【影视】 Data Science Fundamentals with Python and SQL

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[TutsNode.com] - Data Science Fundamentals with Python and SQL/python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/01_functions.mp4 16.7 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/02_open-source-tools/01_github/04_git-and-github-via-command-line-optional.mp4 14.8 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/02_open-source-tools/01_github/06_contributing-to-repositories-via-pull-request-optional.mp4 14.7 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/python-for-applied-data-science-ai/03_python-programming-fundamentals/04_objects-and-classes/01_objects-and-classes.mp4 13.8 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/python-for-applied-data-science-ai/04_working-with-data-in-python/04_one-dimensional-numpy/01_one-dimensional-numpy.mp4 13.8 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/sql-data-science/03_week-3-accessing-databases-using-python/01_accessing-databases-using-python/05_analyzing-data-with-python.mp4 13.2 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/python-for-applied-data-science-ai/03_python-programming-fundamentals/01_conditions-and-branching/01_conditions-and-branching.mp4 12.5 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/02_open-source-tools/02_jupyter-notebook-and-jupyterlab/02_getting-started-with-jupyterlab.mp4 12.5 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/sql-data-science/04_week-4-course-assignment/01_assignment-preparation-working-with-real-world-data-sets-and-built-in-sql/01_working-with-real-world-datasets.mp4 12.0 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/03_data-refinery.mp4 11.8 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/python-for-applied-data-science-ai/02_python-data-structures/01_lists-and-tuple/01_list-and-tuples.mp4 11.3 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/06_spss-statistics.mp4 11.1 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/05_ibm-spss-modeler.mp4 10.6 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/01_data-scientists-toolkit/02_data-science-tools/05_cloud-based-tools-for-data-science.mp4 10.5 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/sql-data-science/02_week-2-advanced-sql/02_functions-sub-queries-multiple-tables/04_working-with-multiple-tables.mp4 10.4 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/02_open-source-tools/01_github/05_branching-and-merging-via-command-line-optional.mp4 10.2 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/03_ibm-tools-for-data-science/02_other-ibm-tools/09_ibm-watson-openscale.mp4 9.9 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/statistics-for-data-science-python/05_hypothesis-testing/01_testing-for-mean-differences-and-relationships/05_correlation-tests.mp4 9.4 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/01_data-scientists-toolkit/01_languages-of-data-science/06_other-languages.mp4 9.3 MB
[TutsNode.com] - Data Science Fundamentals with Python and SQL/open-source-tools-for-data-science/01_data-scientists-toolkit/02_data-science-tools/02_open-source-tools-for-data-science-part-1.mp4 9.2 MB

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【影视】 Udemy.GIS.Data.Analysis.with.ArcGIS.Desktop

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2. Use Géoproccessing and spatial data analysis in ArcGIS/30. Joining Excel to attribute tble in ArcGIS.mp4 250.6 MB
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2. Use Géoproccessing and spatial data analysis in ArcGIS/17. Copying and pasting features.mp4 32.2 MB
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收录时间:2021-03-07 文档个数:8794 文档大小:8.4 GB 最近下载:2025-05-16 人气:5521 磁力链接

Part 04-Module 01-Lesson 03_Gaussian Mixture Models and Cluster Validation/19. MLND - Unsupervised Learning - L3 20 Internal Validation Indices MAIN V1 V2-39JruOTptKI.mp4 42.7 MB
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Part 16-Module 01-Lesson 02_ETL Pipelines/24. Data Engineering-z6r2e_V0Td0.mp4 37.0 MB
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Part 04-Module 01-Lesson 03_Gaussian Mixture Models and Cluster Validation/09. MLND - Unsupervised Learning - L3 09 Expectation Maximization Pt 1 V1 MAIN 1 V2-cf-RLKn5ubA.mp4 34.2 MB
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Part 03-Module 01-Lesson 05_Deep Learning with PyTorch/05. Py Part 3 V2-u8hDj5aJK6I.mp4 29.7 MB
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【压缩文件】 [ DevCourseWeb.com ] Python for Data Science by Starweaver.zip

收录时间:2021-03-06 文档个数:1 文档大小:3.1 GB 最近下载:2025-05-15 人气:1301 磁力链接

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收录时间:2021-03-06 文档个数:122 文档大小:6.9 GB 最近下载:2025-02-21 人气:119 磁力链接

2. Scala Crash Course [Optional]/5. [Exercise] Data Structures in Scala.mp4 263.3 MB
4. Advanced Examples of Spark Programs/3. [Activity] Find the Most Popular Superhero in a Social Graph.mp4 261.2 MB
2. Scala Crash Course [Optional]/1. [Activity] Scala Basics, Part 1.mp4 235.5 MB
4. Advanced Examples of Spark Programs/8. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 221.8 MB
3. Spark Basics and Simple Examples/5. Key Value RDD's, and the Average Friends by Age example.mp4 218.6 MB
9. Intro to GraphX/1. GraphX, Pregel, and Breadth-First-Search with Pregel..mp4 209.2 MB
3. Spark Basics and Simple Examples/2. The Resilient Distributed Dataset.mp4 208.3 MB
1. Getting Started/3. Introduction, and Getting Set Up.mp4 193.1 MB
8. Intro to Spark Streaming/1. Spark Streaming Overview.mp4 187.9 MB
3. Spark Basics and Simple Examples/8. [Activity] Running the Minimum Temperature Example, and Modifying it for Maximum.mp4 174.0 MB
4. Advanced Examples of Spark Programs/6. Superhero Degrees of Separation Review the code, and run it!.mp4 174.0 MB
8. Intro to Spark Streaming/2. [Activity] Set up a Twitter Developer Account, and Stream Tweets.mp4 167.7 MB
2. Scala Crash Course [Optional]/2. [Exercise] Scala Basics, Part 2.mp4 162.7 MB
5. Running Spark on a Cluster/7. Troubleshooting, and Managing Dependencies.mp4 160.2 MB
3. Spark Basics and Simple Examples/1. Introduction to Spark.mp4 158.2 MB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names.mp4 153.5 MB
3. Spark Basics and Simple Examples/9. [Activity] Counting Word Occurrences using Flatmap().mp4 153.2 MB
4. Advanced Examples of Spark Programs/7. Item-Based Collaborative Filtering in Spark, cache(), and persist().mp4 147.4 MB
9. Intro to GraphX/2. [Activity] Superhero Degrees of Separation using GraphX.mp4 146.9 MB
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【影视】 [FreeCourseSite.com] Udemy - Taming Big Data with Apache Spark and Python - Hands On!

收录时间:2021-03-06 文档个数:186 文档大小:4.0 GB 最近下载:2025-04-28 人气:889 磁力链接

1. Getting Started with Spark/4. [Activity]Getting Set Up Installing Python, a JDK, Spark, and its Dependencies..mp4 238.1 MB
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4. Advanced Examples of Spark Programs/11. [Activity] Running the Similar Movies Script using Spark's Cluster Manager.mp4 144.9 MB
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2. Spark Basics and the RDD Interface/5. KeyValue RDD's, and the Average Friends by Age Example.mp4 115.7 MB
5. Running Spark on a Cluster/5. [Activity] Create Similar Movies from One Million Ratings - Part 2.mp4 109.3 MB
6. Machine Learning with Spark ML/4. [Activity] Linear Regression with Spark ML.mp4 106.5 MB
6. Machine Learning with Spark ML/2. [Activity] Using Spark ML to Produce Movie Recommendations.mp4 105.4 MB
4. Advanced Examples of Spark Programs/9. [Activity] Superhero Degrees of Separation Review the Code and Run it.mp4 98.6 MB
3. SparkSQL, DataFrames, and DataSets/7. [Activity] Minimum Temperature, with DataFrames (using a custom schema).mp4 98.2 MB
4. Advanced Examples of Spark Programs/2. [Activity] Use Broadcast Variables to Display Movie Names Instead of ID Numbers.mp4 95.1 MB
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2. Spark Basics and the RDD Interface/4. Ratings Histogram Walkthrough.mp4 87.1 MB
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3. SparkSQL, DataFrames, and DataSets/5. Exercise Solution Friends by Age, with DataFrames.mp4 75.1 MB
2. Spark Basics and the RDD Interface/3. The Resilient Distributed Dataset (RDD).mp4 72.1 MB
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收录时间:2021-03-06 文档个数:838 文档大小:20.8 GB 最近下载:2025-05-15 人气:2199 磁力链接

5. Data Science Environment Setup/8. Windows Environment Setup 2.mp4 238.7 MB
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16. Career Advice + Extra Bits/9. CWD Git + Github.mp4 184.7 MB
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14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/32. Training Your Deep Neural Network.mp4 174.7 MB
16. Career Advice + Extra Bits/3. What If I Don't Have Enough Experience.mp4 168.8 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/8. Feature Engineering.mp4 166.9 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/34. Make And Transform Predictions.mp4 162.5 MB
9. Scikit-learn Creating Machine Learning Models/48. Putting It All Together.mp4 157.9 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/21. Turning Data Into Batches 2.mp4 156.6 MB
12. Milestone Project 2 Supervised Learning (Time Series Data)/9. Turning Data Into Numbers.mp4 153.3 MB
5. Data Science Environment Setup/5. Mac Environment Setup.mp4 151.4 MB
14. Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/37. Visualizing And Evaluate Model Predictions 2.mp4 150.8 MB
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12. Milestone Project 2 Supervised Learning (Time Series Data)/21. Feature Importance.mp4 149.2 MB
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11. Milestone Project 1 Supervised Learning (Classification)/10. Finding Patterns 3.mp4 144.6 MB

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