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[ FreeCourseWeb.com ] Lynda - Python for Data Science Essential Training Part 2.zip 410.8 MB

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6. Advanced Visualization/10. BONUS Building Dashboards in Python.mp4 111.1 MB
6. Advanced Visualization/11. BONUS Styling Tips.mp4 95.1 MB
5. Data Frames/6. Filtering a Data Frame.mp4 92.4 MB
5. Data Frames/4. Subsetting dataframes in Pandas.mp4 75.7 MB
4. Matrices/3. Building Your First Matrix.mp4 74.6 MB
4. Matrices/4. Dictionaries in Python.mp4 73.5 MB
6. Advanced Visualization/12. BONUS Finishing Touches.mp4 69.0 MB
6. Advanced Visualization/4. Stacked histograms in Python.mp4 60.3 MB
5. Data Frames/10. Keyword Arguments in Python (advanced tutorial).mp4 59.6 MB
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5. Data Frames/8. Introduction to Seaborn.mp4 49.1 MB
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[ FreeCourseWeb.com ] Oreilly - SQL Server Always Encrypted- Protecting Your Data with Column Encryption.zip 257.1 MB

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【其他】 [ DevCourseWeb.com ] Python for ArcGIS Pro - Automate cartography and data analysis using ArcPy, ArcGIS API for Python, Notebooks, and pandas

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~Get Your Files Here !/9781803241661_Code/Python-for-ArcGIS-Pro-main/Chapter4/Chapter4CensusDownloads/tl_2019_us_uac10.shp 135.6 MB
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【压缩文件】 [ FreeCourseWeb.com ] Data Science and Machine Learning Series- Managing Large Datasets using Convolutional Neural Networks (CNNs).zip

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[ FreeCourseWeb.com ] Data Science and Machine Learning Series- Managing Large Datasets using Convolutional Neural Networks (CNNs).zip 339.1 MB

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【影视】 [FreeCourseSite.com] Udemy - Probability and Statistics for Business and Data Science

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01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS-en.srt 9.8 kB
01 Introduction/001 Course Overview Lecture - PLEASE DO NOT SKIP THIS.mp4 26.6 MB
01 Introduction/002 FAQ - Frequently Asked Questions.html 2.0 kB
01 Introduction/002 Probability-and-Statistics-Part-1-Data.pdf 1.1 MB
01 Introduction/002 Probability-and-Statistics-Part-2-Probability.pdf 769.1 kB
01 Introduction/002 Probability-and-Statistics-Part-3-Distributions.pdf 783.6 kB
01 Introduction/002 Probability-and-Statistics-Part-4-Statistics.pdf 1.7 MB
01 Introduction/002 Probability-and-Statistics-Part-5-ANOVA.pdf 1.2 MB
01 Introduction/002 Probability-and-Statistics-Part-6-Regression.pdf 915.4 kB
01 Introduction/002 Probability-and-Statistics-Part-7-ChiSquare.pdf 598.7 kB
02 Data/003 What is Data-en.srt 13.4 kB
02 Data/003 What is Data.mp4 49.6 MB
02 Data/004 Measuring Data-en.srt 20.2 kB
02 Data/004 Measuring Data.mp4 63.3 MB
02 Data/005 Measurements of Central Tendency-en.srt 8.0 kB
02 Data/005 Measurements of Central Tendency.mp4 24.4 MB
02 Data/006 Measurements of Dispersion-en.srt 13.7 kB
02 Data/006 Measurements of Dispersion.mp4 37.1 MB
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~Get Your Files Here !/[2] 1. Sales Analysis in Python/[1] Working in pandas.mp4 240.8 MB
~Get Your Files Here !/[2] 1. Sales Analysis in Python/[2] Presenting analysis in notebooks.mp4 80.1 MB
~Get Your Files Here !/[1] Introduction/[1] Setting up Python and Jupyter.mp4 19.1 MB
~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_3/Exercise Files/MonthlyProductSales.csv 527.4 kB
~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_3/Exercise Files/4.2.3-VisualizingData.ipynb 74.4 kB
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~Get Your Files Here !/Ex_Files_Hands_On_Data_Sci_3/Exercise Files/4.2.2-AggregatingDataWithPandas.ipynb 45.1 kB
~Get Your Files Here !/[2] 1. Sales Analysis in Python/[2] Presenting analysis in notebooks.srt 7.7 kB
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【影视】 [FreeCourseSite.com] Udemy - Master Data Engineering using GCP Data Analytics

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7. ELT Data Pipelines using Dataproc on GCP/12. Run and Validate Spark SQL Scripts in GCS.mp4 93.9 MB
7. ELT Data Pipelines using Dataproc on GCP/21. Review Steps and Design to create Dataproc Workflow Template.mp4 77.9 MB
7. ELT Data Pipelines using Dataproc on GCP/23. Review gcloud Commands to Add Jobs to Dataproc Workflow Templates.mp4 77.9 MB
4. Setting up Data Lake using Google Cloud Storage/19. Manage Blobs or Files in GCS using Python.mp4 77.6 MB
7. ELT Data Pipelines using Dataproc on GCP/16. Run Dataproc Jobs using Spark SQL Scripts.mp4 77.0 MB
7. ELT Data Pipelines using Dataproc on GCP/27. Run and Validate ELT Data Pipeline using Dataproc.mp4 66.9 MB
7. ELT Data Pipelines using Dataproc on GCP/7. Validate Spark SQL Script for File Format Conversion.mp4 64.9 MB
7. ELT Data Pipelines using Dataproc on GCP/3. Review Spark SQL Commands used for Dataproc Jobs.mp4 64.5 MB
7. ELT Data Pipelines using Dataproc on GCP/22. Create Dataproc Workflow Template and Add Cluster using gcloud Commands.mp4 62.9 MB
5. Setup Postgres Database using Cloud SQL/10. Read Data From Files to Pandas Data Frame.mp4 62.6 MB
4. Setting up Data Lake using Google Cloud Storage/25. Overview of Processing Data in GCS using Pandas.mp4 57.4 MB
4. Setting up Data Lake using Google Cloud Storage/30. Get Column Names for Dataset using Schemas JSON File.mp4 56.9 MB
5. Setup Postgres Database using Cloud SQL/8. Integration of GCP Cloud SQL Postgres with Python.mp4 56.5 MB
9. ELT Data Pipelines using Databricks on GCP/12. Build ELT Pipeline using Databricks Job in Workflows.mp4 52.4 MB
9. ELT Data Pipelines using Databricks on GCP/11. Validate Applications for ELT Pipeline using Databricks.mp4 50.4 MB
4. Setting up Data Lake using Google Cloud Storage/31. Upload all Files to GCS as Parquet using Pandas.mp4 49.7 MB
1. Introduction to Data Engineering using GCP Data Analytics/4. Overview of Udemy Platform to take course effectively.mp4 49.6 MB
7. ELT Data Pipelines using Dataproc on GCP/20. Getting Started with Dataproc Workflow Templates using Web UI.mp4 48.6 MB
8. Big Data Processing using Databricks on GCP/19. Process Schema Details in JSON using Pyspark.mp4 48.5 MB
7. ELT Data Pipelines using Dataproc on GCP/15. Run Dataproc Jobs using Spark SQL Command or Query.mp4 47.8 MB

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

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08 Apache Spark_ Machine Learning on Big Data/061 [Activity] Decision Trees in Spark.mp4 92.5 MB
08 Apache Spark_ Machine Learning on Big Data/057 [Activity] Installing Spark - Part 2.mp4 90.0 MB
06 More Data Mining and Machine Learning Techniques/048 Reinforcement Learning.mp4 66.6 MB
05 Recommender Systems/041 [Activity] Making Movie Recommendations to People.mp4 66.3 MB
08 Apache Spark_ Machine Learning on Big Data/062 [Activity] K-Means Clustering in Spark.mp4 65.9 MB
07 Dealing with Real-World Data/052 [Activity] Cleaning web log data.mp4 63.1 MB
08 Apache Spark_ Machine Learning on Big Data/064 [Activity] Searching Wikipedia with Spark.mp4 62.7 MB
06 More Data Mining and Machine Learning Techniques/044 [Activity] Using KNN to predict a rating for a movie.mp4 62.1 MB
06 More Data Mining and Machine Learning Techniques/047 Data Warehousing Overview_ ETL and ELT.mp4 56.7 MB
10 Deep Learning and Neural Networks/084 The Ethics of Deep Learning.mp4 56.3 MB
06 More Data Mining and Machine Learning Techniques/046 [Activity] PCA Example with the Iris data set.mp4 55.9 MB
03 Predictive Models/022 [Activity] Multivariate Regression_ and Predicting Car Prices.mp4 52.4 MB
02 Statistics and Probability Refresher_ and Python Practise/016 [Activity] Covariance and Correlation.mp4 52.2 MB
02 Statistics and Probability Refresher_ and Python Practise/017 [Exercise] Conditional Probability.mp4 52.0 MB
02 Statistics and Probability Refresher_ and Python Practise/015 [Activity] A Crash Course in matplotlib.mp4 51.7 MB
10 Deep Learning and Neural Networks/073 [Activity] Deep Learning in the Tensorflow Playground.mp4 51.4 MB
05 Recommender Systems/039 [Activity] Finding Movie Similarities.mp4 50.8 MB
04 Machine Learning with Python/024 Supervised vs_ Unsupervised Learning_ and Train_Test.mp4 50.1 MB
07 Dealing with Real-World Data/050 [Activity] K-Fold Cross-Validation to avoid overfitting.mp4 48.1 MB
05 Recommender Systems/042 [Exercise] Improve the recommender's results.mp4 48.1 MB