data science -移花宫 -武林禁地，闲人禁止入内

[FreeCourseSite.com] Udemy - The Data Science Course 2021 Complete Data Science Bootcamp

12 - Probability - Distributions/015 A Practical Example of Probability Distributions.mp4 145.0 MB
11 - Probability - Bayesian Inference/012 A Practical Example of Bayesian Inference.mp4 131.6 MB
05 - The Field of Data Science - Popular Data Science Techniques/001 Techniques for Working with Traditional Data.mp4 110.6 MB
40 - Part 6_ Mathematics/011 Why is Linear Algebra Useful_.mp4 90.4 MB
35 - Advanced Statistical Methods - Practical Example_ Linear Regression/001 Practical Example_ Linear Regression (Part 1).mp4 89.0 MB
20 - Statistics - Hypothesis Testing/001 Null vs Alternative Hypothesis.mp4 84.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/007 Techniques for Working with Traditional Methods.mp4 78.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/004 Business Case_ Preprocessing.mp4 78.0 MB
51 - Deep Learning - Business Case Example/004 Business Case_ Preprocessing the Data.mp4 77.4 MB
56 - Software Integration/003 Taking a Closer Look at APIs.mp4 68.5 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/011 Obtaining Dummies from a Single Feature.mp4 66.9 MB
05 - The Field of Data Science - Popular Data Science Techniques/010 Types of Machine Learning.mp4 64.8 MB
05 - The Field of Data Science - Popular Data Science Techniques/003 Techniques for Working with Big Data.mp4 63.4 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/001 Business Case_ Getting Acquainted with the Dataset.mp4 63.2 MB
56 - Software Integration/002 What are Data Connectivity, APIs, and Endpoints_.mp4 61.7 MB
55 - Appendix_ Deep Learning - TensorFlow 1_ Business Case/006 Creating a Data Provider.mp4 59.0 MB
02 - The Field of Data Science - The Various Data Science Disciplines/001 Data Science and Business Buzzwords_ Why are there so Many_.mp4 57.4 MB
58 - Case Study - Preprocessing the 'Absenteeism_data'/003 Checking the Content of the Data Set.mp4 56.9 MB
18 - Statistics - Inferential Statistics_ Confidence Intervals/002 Confidence Intervals; Population Variance Known; Z-score.mp4 54.7 MB
51 - Deep Learning - Business Case Example/001 Business Case_ Exploring the Dataset and Identifying Predictors.mp4 53.9 MB

[磁力链接] 添加时间:2022-01-11 大小:8.4 GB 最近下载:2025-06-13 热度:1248

Learning Path Intermediate Data Science with R

9.mp4 204.9 MB
10.mp4 47.4 MB
100.mp4 50.5 MB
101.mp4 50.4 MB
102.mp4 53.0 MB
103.mp4 5.4 MB
104.mp4 43.9 MB
105.mp4 60.2 MB
106.mp4 55.8 MB
107.mp4 53.2 MB
108.mp4 41.5 MB
109.mp4 28.2 MB
11.mp4 97.2 MB
110.mp4 59.7 MB
111.mp4 32.3 MB
112.mp4 59.6 MB
113.mp4 45.4 MB
114.mp4 4.9 MB
12.mp4 133.9 MB
13.mp4 98.6 MB

[磁力链接] 添加时间:2017-02-21 大小:5.1 GB 最近下载:2025-06-15 热度:1243

[FreeCourseLab.com] Udemy - Machine Learning, Data Science and Deep Learning with Python

8. Apache Spark Machine Learning on Big Data/8. [Activity] Decision Trees in Spark.mp4 202.6 MB
8. Apache Spark Machine Learning on Big Data/4. [Activity] Installing Spark - Part 2.mp4 180.7 MB
6. More Data Mining and Machine Learning Techniques/2. [Activity] Using KNN to predict a rating for a movie.mp4 149.0 MB
10. Deep Learning and Neural Networks/3. [Activity] Deep Learning in the Tensorflow Playground.mp4 148.5 MB
1. Getting Started/5. Python Basics, Part 1 [Optional].mp4 140.3 MB
8. Apache Spark Machine Learning on Big Data/9. [Activity] K-Means Clustering in Spark.mp4 140.3 MB
10. Deep Learning and Neural Networks/7. [Activity] Using Tensorflow, Part 2.mp4 140.1 MB
5. Recommender Systems/5. [Activity] Making Movie Recommendations to People.mp4 139.0 MB
6. More Data Mining and Machine Learning Techniques/6. Reinforcement Learning.mp4 138.7 MB
2. Statistics and Probability Refresher, and Python Practise/10. [Exercise] Conditional Probability.mp4 136.7 MB
7. Dealing with Real-World Data/4. [Activity] Cleaning web log data.mp4 135.7 MB
2. Statistics and Probability Refresher, and Python Practise/8. [Activity] A Crash Course in matplotlib.mp4 135.6 MB
10. Deep Learning and Neural Networks/14. The Ethics of Deep Learning.mp4 134.5 MB
1. Getting Started/8. Introducing the Pandas Library [Optional].mp4 134.1 MB
3. Predictive Models/3. [Activity] Multivariate Regression, and Predicting Car Prices.mp4 129.8 MB
2. Statistics and Probability Refresher, and Python Practise/9. [Activity] Covariance and Correlation.mp4 122.4 MB
2. Statistics and Probability Refresher, and Python Practise/7. [Activity] Percentiles and Moments.mp4 119.6 MB
8. Apache Spark Machine Learning on Big Data/12. [Activity] Using the Spark 2.0 DataFrame API for MLLib.mp4 119.3 MB
8. Apache Spark Machine Learning on Big Data/11. [Activity] Searching Wikipedia with Spark.mp4 116.9 MB
2. Statistics and Probability Refresher, and Python Practise/4. [Activity] Variation and Standard Deviation.mp4 116.2 MB

[磁力链接] 添加时间:2021-04-18 大小:7.9 GB 最近下载:2025-06-15 热度:1241

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

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
02 Data/007 Measurements - Quartiles-en.srt 8.3 kB
02 Data/007 Measurements - Quartiles.mp4 30.7 MB

[磁力链接] 添加时间:2018-11-17 大小:1.9 GB 最近下载:2025-06-10 热度:1240

[ DevCourseWeb.com ] Udemy - Hands-On Machine Learning and Data Science in TensorFlow JS.zip

[ DevCourseWeb.com ] Udemy - Hands-On Machine Learning and Data Science in TensorFlow JS.zip 4.1 GB

[磁力链接] 添加时间:2021-03-18 大小:4.1 GB 最近下载:2025-06-15 热度:1238

Curso completo de Machine Learning Data Science en Python - COMPLETO

8. Regresión logística con Python/7. Estimación con el método de máxima verosimilitud.mp4 476.4 MB
8. Regresión logística con Python/8. Crear un modelo logístico desde cero.mp4 461.6 MB
9. Clustering y clasificación/2. ¿Qué es y para qué sirve el clustering.mp4 347.6 MB
7. Regresión lineal con Python/19. Transformar las variables en relaciones no lineales.mp4 333.6 MB
14. Análisis de componentes principales/3. Demostración de cómo se hace un ACP.mp4 325.2 MB
10. Árboles y bosques aleatorios/5. Algoritmos para la generación de árboles de clasificación.mp4 323.2 MB
11. Máquinas de Soporte Vectorial/14. Práctica de SVM reconocimiento facial a lo CSI.mp4 322.4 MB
9. Clustering y clasificación/3. El concepto de distancia.mp4 320.8 MB
8. Regresión logística con Python/9. Análisis exploratorio de los datos.mp4 315.2 MB
9. Clustering y clasificación/17. Implementando la técnica del codo y el coeficiente de la silueta.mp4 313.1 MB
10. Árboles y bosques aleatorios/4. Entropía y ganancia de Información.mp4 310.3 MB
7. Regresión lineal con Python/16. Variables categóricas en una regresión lineal.mp4 298.3 MB
8. Regresión logística con Python/16. Implementación de las curvas ROC en Python.mp4 296.5 MB
15. Introducción a las redes neuronales y al deep learning con TensorFlow/7. La carga del dataset de imágenes.mp4 295.8 MB
7. Regresión lineal con Python/5. Sumas de los cuadrados totales, de las diferencias y de la regresión.mp4 294.4 MB
11. Máquinas de Soporte Vectorial/3. El problema de clasificación no óptimo.mp4 286.7 MB
11. Máquinas de Soporte Vectorial/15. Práctica de SVM Clasificación de las flores de Iris.mp4 281.7 MB
14. Análisis de componentes principales/6. Plotly, la librería de gráficos personalizados e interactivos.mp4 280.2 MB
9. Clustering y clasificación/10. Un clustering completo por donde cortamos el dendrograma.mp4 275.9 MB
9. Clustering y clasificación/6. Uniendo datos manualmente.mp4 265.8 MB

[磁力链接] 添加时间:2021-03-21 大小:28.0 GB 最近下载:2025-06-14 热度:1238

[GigaCourse.Com] Udemy - Master Data Science with Python in 10 Hours 2021

5. Dealing with Large Data Sets Pandas/21. Solutions III Pandas Solutions.mp4 231.0 MB
7. Visualization II - Seaborn/11. Solutions IV Seaborn Solutions.mp4 171.4 MB
5. Dealing with Large Data Sets Pandas/18. Some Useful Built-in Functions.mp4 114.5 MB
5. Dealing with Large Data Sets Pandas/3. Data Structures Series - Part II.mp4 100.0 MB
6. Visualization I - Matplotlib/3. Matplotlib Creating Plots - Part II.mp4 98.4 MB
3. Python Basics/12. Solutions I - Python Solutions.mp4 94.2 MB
4. A Faster Alternative Numpy/2. Numpy Arrays.mp4 94.2 MB
5. Dealing with Large Data Sets Pandas/20. Exercises III Pandas Exercises Overview (using Netflix data).mp4 92.7 MB
3. Python Basics/10. Functions - Part II.mp4 92.4 MB
5. Dealing with Large Data Sets Pandas/4. Data Structures DataFrames - Part I.mp4 90.2 MB
5. Dealing with Large Data Sets Pandas/7. Methods to Modify Data Reindex - Part II.mp4 87.0 MB
6. Visualization I - Matplotlib/2. Matplotlib Creating Plots - Part I.mp4 81.8 MB
4. A Faster Alternative Numpy/6. Numpy Some Built-in Functions.mp4 80.9 MB
5. Dealing with Large Data Sets Pandas/12. Hierarchy - Multi Index.mp4 76.3 MB
5. Dealing with Large Data Sets Pandas/17. Group Data Groupby.mp4 73.2 MB
6. Visualization I - Matplotlib/4. Matplotlib Some Plot Types.mp4 72.7 MB
4. A Faster Alternative Numpy/8. Solutions II Numpy Solutions.mp4 72.0 MB
7. Visualization II - Seaborn/7. Seaborn Grid Plots.mp4 71.4 MB
3. Python Basics/9. Functions - Part I.mp4 70.7 MB
7. Visualization II - Seaborn/3. Seaborn Distribution Plots.mp4 69.8 MB

[磁力链接] 添加时间:2022-02-19 大小:3.5 GB 最近下载:2025-06-12 热度:1238

[FreeCourseSite.com] Udemy - Regression Analysis in R for Machine Learning & Data Science

07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/005 Lab_ Machine Learning Models' Comparison & Best Model Selection.mp4 106.2 MB
07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/004 Lab_ Random Forest in R.mp4 105.0 MB
06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/002 Lab_ Polynomial regression in R.mp4 68.1 MB
05 More types of regression models/001 Lab_ Multiple linear regression - model estimation.mp4 63.1 MB
05 More types of regression models/005 ANOVA - Categorical variables with more than two levels in linear regressions.mp4 57.2 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/003 Your first linear regression model in R.mp4 55.9 MB
07 Non-Parametric Regression Analysis in R_ Random Forest, Decision Trees and more/002 Lab_ Decision Trees in R.mp4 54.5 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/001 Overview of Regression Analysis.mp4 51.5 MB
01 Introduction to the course, Machine Learning & Regression Analysis/002 Introduction to Regression Analysis.mp4 51.5 MB
03 R Crash Course - get started with R-programming in R-Studio/006 Lab_ data types and data structures in R.mp4 50.4 MB
02 Software used in this course R-Studio and Introduction to R/006 Lab_ Get started with R in RStudio.mp4 50.0 MB
06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/005 Lab_ Generalized additive models in R.mp4 49.8 MB
06 Non-Linear Regression Analysis in R_ Polynomial & Spline regression, GAMs/004 Lab_ Spline regression in R.mp4 49.2 MB
05 More types of regression models/003 Lab_ Multiple linear regression with interaction.mp4 46.7 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/006 Lab_ Linear Regression Diagnostics.mp4 45.3 MB
02 Software used in this course R-Studio and Introduction to R/004 Lab_ Install R and RStudio in 2020.mp4 40.6 MB
03 R Crash Course - get started with R-programming in R-Studio/007 Vectors' operations in R.mp4 37.7 MB
01 Introduction to the course, Machine Learning & Regression Analysis/003 What is Machine Leraning and it's main types_.mp4 36.0 MB
03 R Crash Course - get started with R-programming in R-Studio/012 Read Data into R.mp4 33.5 MB
04 Linear Regression Analysis for Supervised Machine Learning in R/010 Prediction model evaluation with data split_ out-of-sample RMSE.mp4 32.7 MB

[磁力链接] 添加时间:2022-03-15 大小:1.5 GB 最近下载:2025-06-13 热度:1237

[GigaCourse.Com] Udemy - Complete Machine Learning & Data Science Bootcamp 2022

09 - Scikit-learn Creating Machine Learning Models/017 NEW Choosing The Right Model For Your Data.mp4 245.5 MB
09 - Scikit-learn Creating Machine Learning Models/040 NEW Evaluating A Model With Cross Validation and Scoring Parameter.mp4 235.7 MB
05 - Data Science Environment Setup/008 Windows Environment Setup 2.mp4 233.6 MB
09 - Scikit-learn Creating Machine Learning Models/007 Typical scikit-learn Workflow.mp4 193.5 MB
09 - Scikit-learn Creating Machine Learning Models/008 Optional Debugging Warnings In Jupyter.mp4 179.8 MB
16 - Career Advice + Extra Bits/009 CWD Git + Github.mp4 178.1 MB
09 - Scikit-learn Creating Machine Learning Models/043 Tuning Hyperparameters.mp4 176.2 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/032 Training Your Deep Neural Network.mp4 171.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/008 Feature Engineering.mp4 165.1 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/034 Make And Transform Predictions.mp4 161.1 MB
16 - Career Advice + Extra Bits/003 What If I Don't Have Enough Experience.mp4 154.5 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/009 Turning Data Into Numbers.mp4 151.1 MB
09 - Scikit-learn Creating Machine Learning Models/050 Putting It All Together.mp4 150.1 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/021 Feature Importance.mp4 147.4 MB
05 - Data Science Environment Setup/005 Mac Environment Setup.mp4 146.2 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/019 Preproccessing Our Data.mp4 144.9 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/040 Training Model On Full Dataset.mp4 144.3 MB
11 - Milestone Project 1 Supervised Learning (Classification)/010 Finding Patterns 3.mp4 142.5 MB
12 - Milestone Project 2 Supervised Learning (Time Series Data)/006 Exploring Our Data.mp4 142.3 MB
14 - Neural Networks Deep Learning, Transfer Learning and TensorFlow 2/015 Preparing The Images.mp4 138.4 MB

[磁力链接] 添加时间:2024-02-25 大小:17.8 GB 最近下载:2025-06-15 热度:1237

[ DevCourseWeb.com ] Udemy - Python Projects - Python and Data Science with Python Projects By Oak Academy

~Get Your Files Here !/6. Python Marathon/36. Example EPL Team Stats Answer Part.mp4 167.2 MB
~Get Your Files Here !/6. Python Marathon/34. Example Bike Shares in London Answer Part.mp4 162.0 MB
~Get Your Files Here !/6. Python Marathon/30. Example Remote Controller.mp4 129.9 MB
~Get Your Files Here !/2. Python Setup/2. Installing Anaconda Distribution for Windows.mp4 128.6 MB
~Get Your Files Here !/2. Python Setup/1. Installing Anaconda Distribution for Linux.mp4 125.6 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/16. Combining DataFrames I in Pandas.mp4 108.6 MB
~Get Your Files Here !/6. Python Marathon/32. Example Titanic Disaster Answer Part.mp4 99.5 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/17. Combining DataFrames II in Pandas.mp4 88.2 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/12. Data Frame attributes and Methods in Pandas.mp4 83.7 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/7. Numpy Functions in Numpy Python.mp4 82.3 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/11. Series and Features in Pandas.mp4 77.9 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/9. Numpy Exercises in Numpy Python.mp4 77.8 MB
~Get Your Files Here !/4. OOP Overriding and Overloading/18. Work with Dataset Files.mp4 74.2 MB
~Get Your Files Here !/2. Python Setup/5. Installing PyCharm IDE for Mac.mp4 72.8 MB
~Get Your Files Here !/3. Fundamentals of Python/5. Lists-Tuples-Dictionaries-Sets in Python.mp4 69.6 MB
~Get Your Files Here !/5. Fundamentals of Matplotlib/4. Figure, Subplot, Multiplot, Axes in Matplotlib.mp4 68.8 MB
~Get Your Files Here !/3. Fundamentals of Python/10. File Operations in Python.mp4 64.7 MB
~Get Your Files Here !/5. Fundamentals of Matplotlib/5. Figure Customization in Matplotlib.mp4 64.5 MB
~Get Your Files Here !/3. Fundamentals of Python/17. OOP Overriding and Overloading.mp4 61.7 MB
~Get Your Files Here !/3. Fundamentals of Python/12. Exceptions - II in Python.mp4 60.9 MB

[磁力链接] 添加时间:2022-05-04 大小:3.5 GB 最近下载:2025-06-16 热度:1236

[ WebToolTip.com ] Udemy - Data Science And Machine Learning With R - A Complete Masterc

~Get Your Files Here !/2 - What is data science.mp4 87.0 MB
~Get Your Files Here !/50 - Json parsing.mp4 74.1 MB
~Get Your Files Here !/64 - Data preprocessing.mp4 73.0 MB
~Get Your Files Here !/7 - Getting started with r.mp4 71.7 MB
~Get Your Files Here !/68 - Hands on exploratory data analysis.mp4 65.6 MB
~Get Your Files Here !/10 - R tidyverse.mp4 60.4 MB
~Get Your Files Here !/40 - Tidy data.mp4 55.2 MB
~Get Your Files Here !/27 - Intermediate r section intro.mp4 46.6 MB
~Get Your Files Here !/63 - Data preprocessing Intro.mp4 46.5 MB
~Get Your Files Here !/39 - Data manipulation in r section intro.mp4 46.2 MB
~Get Your Files Here !/71 - Logistic regression intro.mp4 46.1 MB
~Get Your Files Here !/51 - Data visualization in r intro.mp4 46.1 MB
~Get Your Files Here !/61 - Intro to machine learning Part 1.mp4 45.9 MB
~Get Your Files Here !/69 - Linear regression a real model intro.mp4 45.7 MB
~Get Your Files Here !/62 - Intro to machine learning Part 2.mp4 45.5 MB
~Get Your Files Here !/65 - Linear regression a simple model Intro.mp4 45.4 MB
~Get Your Files Here !/3 - Machine learning overview.mp4 40.8 MB
~Get Your Files Here !/58 - Intro to r shiny.mp4 37.8 MB
~Get Your Files Here !/67 - Exploratory data analysis intro.mp4 37.7 MB
~Get Your Files Here !/48 - String manipulation.mp4 35.0 MB

[磁力链接] 添加时间:2025-03-13 大小:2.1 GB 最近下载:2025-06-15 热度:1230

[CourseClub.Me] O'REILLY - Python for Data Science Complete Video Course Video Training

48 - 9.2 Learn SciPy.mp4 697.3 MB
77 - 14.4 Use function-based concurrency.mp4 637.7 MB
08 - 2.2 Manage Colab documents.mp4 473.7 MB
84 - 16.1 PyTest.mp4 391.0 MB
24 - 5.1 Use lists and tuples.mp4 387.9 MB
85 - 16.2 Visual Studio Code.mp4 382.4 MB
79 - 15.1 Share with Github.mp4 375.5 MB
50 - 9.4 Learn TensorFlow.mp4 358.5 MB
75 - 14.2 Read and write with Pandas - CSV, JSON.mp4 352.8 MB
49 - 9.3 Learn Pandas.mp4 351.9 MB
07 - 2.1 Create your first Colab document.mp4 344.8 MB
45 - 8.5 Advanced Use of Functions.mp4 334.5 MB
72 - 13.3 Sort in Pandas.mp4 316.6 MB
47 - 9.1 Learn NumPy.mp4 301.9 MB
67 - 12.2 Use regular expressions.mp4 298.4 MB
52 - 9.6 Use Plotly for interactive plots.mp4 274.8 MB
51 - 9.5 Use Seaborn for 2D plots.mp4 274.4 MB
10 - 2.4 Understand compatibility with Jupyter.mp4 270.6 MB
53 - 9.7 Specialized Visualization Libraries.mp4 253.4 MB
27 - 5.4 Work with the numpy array.mp4 245.8 MB

[磁力链接] 添加时间:2021-03-31 大小:14.1 GB 最近下载:2025-06-15 热度:1224

[CourseClub.Me] Coursera - IBM Data Science Professional Certificate

what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/02_recruiting-for-data-science.mp4 41.1 MB
what-is-datascience/02_data-science-topics/02_deep-learning-and-machine-learning/02_neural-networks-and-deep-learning.mp4 33.1 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/02_what-is-hadoop.mp4 32.8 MB
what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/04_high-school-students-and-data-science-careers.mp4 30.2 MB
what-is-datascience/03_data-science-in-business/02_careers-and-recruiting-in-data-science/01_how-can-someone-become-a-data-scientist.mp4 25.2 MB
machine-learning-with-python/04_linear-classification/01_logistic-regression/02_logistic-regression-vs-linear-regression.mp4 22.8 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/04_data-science-skills-big-data.mp4 22.2 MB
machine-learning-with-python/04_linear-classification/01_logistic-regression/03_logistic-regression-training.mp4 21.9 MB
what-is-datascience/02_data-science-topics/02_deep-learning-and-machine-learning/03_applications-of-machine-learning.mp4 21.7 MB
machine-learning-with-python/02_regression/01_linear-regression/05_multiple-linear-regression.mp4 20.8 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/06_contributing-to-repositories-via-pull-request-optional.mp4 20.7 MB
what-is-datascience/02_data-science-topics/01_big-data-and-data-mining/05_data-scientists-at-new-york-university.mp4 19.7 MB
machine-learning-with-python/02_regression/01_linear-regression/02_simple-linear-regression.mp4 19.3 MB
open-source-tools-for-data-science/02_open-source-tools/03_github/04_git-and-github-via-command-line-optional.mp4 19.1 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/03_data-science-topics-and-algorithms.mp4 19.0 MB
python-for-applied-data-science-ai/03_python-programming-fundamentals/03_functions/01_functions.mp4 18.7 MB
machine-learning-with-python/03_classification/02_decision-trees/02_building-decision-trees.mp4 18.6 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/03_what-do-data-scientists-do/01_a-day-in-the-life-of-a-data-scientist.mp4 17.9 MB
what-is-datascience/01_defining-data-science-and-what-data-scientists-do/02_defining-data-science/03_the-many-paths-to-data-science.mp4 16.3 MB
sql-data-science/04_accessing-databases-using-python/01_accessing-databases-using-python/05_analyzing-data-with-python.mp4 16.3 MB

[磁力链接] 添加时间:2024-03-13 大小:1.9 GB 最近下载:2025-06-15 热度:1221

[FreeCourseSite.com] Udemy - Data Science Mastery Complete Data Science Bootcamp 2025

12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/101 - Day 6 SequencetoSequence Models and Applications.mp4 678.3 MB
6 - Week 5 Introduction to Machine Learning/50 - Day 3 Advanced Regression Models Polynomial Regression and Regularization.mp4 516.8 MB
2 - Week 1 Python Programming Basics/22 - Day 7 Pythonic Code and Project Work.mp4 505.3 MB
11 - Week 10 Convolutional Neural Networks CNNs/94 - Day 7 CNN Project Image Classification on Fashion MNIST or CIFAR10.mp4 430.2 MB
10 - Week 9 Neural Networks and Deep Learning Fundamentals/85 - Day 6 Building Neural Networks with PyTorch.mp4 409.5 MB
9 - Week 8 Model Tuning and Optimization/74 - Day 3 Advanced Hyperparameter Tuning with Bayesian Optimization.mp4 407.4 MB
12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/96 - Day 1 Introduction to Sequence Modeling and RNNs.mp4 395.6 MB
5 - Week 4 Probability and Statistics for Machine Learning/46 - Day 7 Statistical Analysis Project Analyzing RealWorld Data.mp4 350.9 MB
11 - Week 10 Convolutional Neural Networks CNNs/88 - Day 1 Introduction to Convolutional Neural Networks.mp4 345.3 MB
3 - Week 2 Data Science Essentials/29 - Day 6 Data Visualization with Matplotlib and Seaborn.mp4 331.8 MB
12 - Week 11 Recurrent Neural Networks RNNs and Sequence Modeling/97 - Day 2 Understanding RNN Architecture and Backpropagation Through Time BPTT.mp4 313.3 MB
10 - Week 9 Neural Networks and Deep Learning Fundamentals/83 - Day 4 Gradient Descent and Optimization Techniques.mp4 303.5 MB
4 - Week 3 Mathematics for Machine Learning/36 - Day 5 Probability Theory and Distributions.mp4 296.2 MB
9 - Week 8 Model Tuning and Optimization/77 - Day 6 Automated Hyperparameter Tuning with GridSearchCV and RandomizedSearchCV.mp4 287.9 MB
13 - Week 12 Transformers and Attention Mechanisms/106 - Day 3 SelfAttention and MultiHead Attention in Transformers.mp4 284.1 MB
13 - Week 12 Transformers and Attention Mechanisms/109 - Day 6 Advanced Transformers BERT Variants and GPT3.mp4 282.3 MB
14 - Week 13 Transfer Learning and FineTuning/113 - Day 2 Transfer Learning in Computer Vision.mp4 278.7 MB
13 - Week 12 Transformers and Attention Mechanisms/108 - Day 5 HandsOn with PreTrained Transformers BERT and GPT.mp4 276.4 MB
3 - Week 2 Data Science Essentials/30 - Day 7 Exploratory Data Analysis EDA Project.mp4 274.3 MB
8 - Week 7 Advanced Machine Learning Algorithms/68 - Day 5 LightGBM and CatBoost.mp4 271.3 MB

[磁力链接] 添加时间:2025-02-22 大小:25.4 GB 最近下载:2025-06-16 热度:1221

[FreeCourseSite.com] Udemy - Data Science for Business Financial Sectors

1. Introduction/1. Introduction.mp4 20.6 MB
1. Introduction/1. Introduction.vtt 1.5 kB
2. Data Science for Business Economics & Finance/1. Data Science and Money.mp4 93.6 MB
2. Data Science for Business Economics & Finance/1. Data Science and Money.vtt 12.0 kB
2. Data Science for Business Economics & Finance/2. Algorithmic & Human-In-the-Loop Trading.mp4 71.0 MB
2. Data Science for Business Economics & Finance/2. Algorithmic & Human-In-the-Loop Trading.vtt 9.0 kB
2. Data Science for Business Economics & Finance/3. Automated Application Reviews For Loans & Credit.mp4 70.0 MB
2. Data Science for Business Economics & Finance/3. Automated Application Reviews For Loans & Credit.vtt 8.2 kB
2. Data Science for Business Economics & Finance/4. Real-Time Fraud Detection.mp4 63.9 MB
2. Data Science for Business Economics & Finance/4. Real-Time Fraud Detection.vtt 7.5 kB
2. Data Science for Business Economics & Finance/5. Social Media and Economics.mp4 82.4 MB
2. Data Science for Business Economics & Finance/5. Social Media and Economics.vtt 9.0 kB
2. Data Science for Business Economics & Finance/6. Data Science and Cryptocurrencies.mp4 66.0 MB
2. Data Science for Business Economics & Finance/6. Data Science and Cryptocurrencies.vtt 7.4 kB
2. Data Science for Business Economics & Finance/7. Correlation & Causality in Economic Data.mp4 70.6 MB
2. Data Science for Business Economics & Finance/7. Correlation & Causality in Economic Data.vtt 8.2 kB
2. Data Science for Business Economics & Finance/8. Ethical and Technical Challenges.mp4 33.4 MB
2. Data Science for Business Economics & Finance/8. Ethical and Technical Challenges.vtt 4.2 kB
3. Conclusion/1. Final Conclusion.mp4 12.1 MB
3. Conclusion/1. Final Conclusion.vtt 1.5 kB

[磁力链接] 添加时间:2018-10-08 大小:583.6 MB 最近下载:2025-06-15 热度:1217

[ DevCourseWeb.com ] Udemy - Complete Course- Java Server Pages, Data Science,

~Get Your Files Here !/007 Environment setup.mp4 103.1 MB
~Get Your Files Here !/003 Syntax.mp4 93.1 MB
~Get Your Files Here !/004 Java Server Side programming.mp4 65.0 MB
~Get Your Files Here !/002 Java server pages -Lifecycle.mp4 63.7 MB
~Get Your Files Here !/001 Introduction.mp4 57.9 MB
~Get Your Files Here !/008 Directives java.mp4 54.9 MB
~Get Your Files Here !/005 Dynamic web pages.mp4 50.0 MB
~Get Your Files Here !/006 Actions Java.mp4 44.6 MB
~Get Your Files Here !/011 Implicit objects.mp4 42.0 MB
~Get Your Files Here !/010 Action java.mp4 36.8 MB
~Get Your Files Here !/009 Include directive.mp4 30.1 MB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes

[磁力链接] 添加时间:2022-03-13 大小:641.2 MB 最近下载:2025-06-12 热度:1216

Lynda.Data.Science.Foundations.Data.Mining

021 Classification in R.mp4 32.1 MB
002 Who should watch this course.mp4 1.8 MB
003 Exercise files.mp4 1.7 MB
004 Data mining prerequisites.mp4 6.0 MB
005 Algorithm prerequisites.mp4 6.0 MB
006 Software prerequisites.mp4 12.3 MB
007 Goals of data reduction.mp4 10.4 MB
008 Data for data reduction.mp4 8.2 MB
009 Data reduction in R.mp4 24.3 MB
010 Data reduction in Python.mp4 9.0 MB
011 Data reduction in Orange.mp4 10.4 MB
012 Data reduction in RapidMiner.mp4 20.6 MB
013 Clustering goals.mp4 6.4 MB
014 Clustering data.mp4 9.5 MB
015 Clustering in R.mp4 15.1 MB
016 Clustering in Python.mp4 7.0 MB
017 Clustering in BigML.mp4 31.1 MB
018 Clustering in Orange.mp4 15.6 MB
019 Classification goals.mp4 6.6 MB
020 Classification data.mp4 12.2 MB

[磁力链接] 添加时间:2017-02-12 大小:658.3 MB 最近下载:2025-03-13 热度:1210

[ DevCourseWeb.com ] Udemy - Climate Change Economics Using Data Science

~Get Your Files Here !/3 - Tracking the carbon emissions intensity/6 - Drawing Emissions Intensity Plots across Europe spanning 2 decades.mp4 278.7 MB
~Get Your Files Here !/5 - Tracking the share of Renewables in the electricity generation mix/9 - Generation mix Application South Asia.mp4 206.2 MB
~Get Your Files Here !/4 - Tracking the progress of electricity access/8 - Electricity Access Application South Asia.mp4 203.6 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/2 - Drawing the Marginal Abatement Cost Curve on Python.mp4 137.4 MB
~Get Your Files Here !/2 - ClimateChange Immigration Analysis/4 - Immigration analysis.mp4 100.2 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/1 - Marginal Abatement Cost and Mitigation Potential theory.mp4 93.8 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/3 - Interpreting the Marginal Abatement Cost Curve and Cost Derivation process.mp4 62.9 MB
~Get Your Files Here !/3 - Tracking the carbon emissions intensity/7 - Interpretation of the plots that we produced.mp4 43.6 MB
~Get Your Files Here !/3 - Tracking the carbon emissions intensity/5 - Theory.mp4 32.3 MB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/2 - mac-curve.jpeg 384.9 kB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/3 - Abatement-v3.ipynb 312.5 kB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/2 - Abatement-v2.ipynb 310.9 kB
~Get Your Files Here !/1 - Evaluating LowCarbon Actions that Reduce Greenhouse Gas GHG Emissions/1 - Abatement.ipynb 23.5 kB
~Get Your Files Here !/Bonus Resources.txt 386 Bytes
Get Bonus Downloads Here.url 182 Bytes
~Get Your Files Here !/2 - ClimateChange Immigration Analysis/4 - Link.txt 173 Bytes
~Get Your Files Here !/5 - Tracking the share of Renewables in the electricity generation mix/9 - Link.txt 42 Bytes
~Get Your Files Here !/3 - Tracking the carbon emissions intensity/5 - Link.txt 27 Bytes

[磁力链接] 添加时间:2024-04-24 大小:1.2 GB 最近下载:2025-06-15 热度:1209

Statistics & Applied Data Science - Business Data Analysis

Statistics & Applied Data Science - Business Data Analysis/1. --------- Data Analysis Part 1 - Getting Started ------/1. Data analysis videos samples of course contents.mp4 202.5 MB
Statistics & Applied Data Science - Business Data Analysis/9. Data types/7. Quizzes and examples about data types.mp4 188.1 MB
Statistics & Applied Data Science - Business Data Analysis/21. Confidence interval second lesson/7. Relationship between standard error and margin of error in confidence interval.mp4 186.8 MB
Statistics & Applied Data Science - Business Data Analysis/17. Normal distribution lesson 2/2. Examples about convert normal to standard normal.mp4 129.6 MB
Statistics & Applied Data Science - Business Data Analysis/13. Which one is better Standard deviation or range/9. a tricky question about standard deviation.mp4 119.0 MB
Statistics & Applied Data Science - Business Data Analysis/12. Data dispersion and spread/7. Example about 5 number summary.mp4 114.7 MB
Statistics & Applied Data Science - Business Data Analysis/22. Student's t distribution/12. t score and t table.mp4 114.4 MB
Statistics & Applied Data Science - Business Data Analysis/23. Examples about confidence interval/3. Repeat the same example with CL = 95%.mp4 109.0 MB
Statistics & Applied Data Science - Business Data Analysis/15. Outlier/6. Examples to find outlier.mp4 103.0 MB
Statistics & Applied Data Science - Business Data Analysis/11. Why center of the data is very important/4. The Fun with football goals to find center of the data.mp4 102.4 MB
Statistics & Applied Data Science - Business Data Analysis/7. Comparison between inferential ans descriptive statistics/2. Simplified viewpoint about descriptive and inferential statistics.mp4 92.9 MB
Statistics & Applied Data Science - Business Data Analysis/21. Confidence interval second lesson/8. Quick Review about what we learned in confidence interval.mp4 90.5 MB
Statistics & Applied Data Science - Business Data Analysis/16. Normal distribution lesson 1/8. What is the benefit of Z table .mp4 88.8 MB
Statistics & Applied Data Science - Business Data Analysis/19. Continue Sampling distribution/6. Let's start working with simulation tool.mp4 77.3 MB
Statistics & Applied Data Science - Business Data Analysis/23. Examples about confidence interval/4. What is the lower limit point of CL = 90% .mp4 73.2 MB
Statistics & Applied Data Science - Business Data Analysis/20. Confidence interval and level first lesson/9. Start simulation of 95 confidence interval.mp4 72.8 MB
Statistics & Applied Data Science - Business Data Analysis/13. Which one is better Standard deviation or range/6. Example about standard deviation.mp4 70.4 MB
Statistics & Applied Data Science - Business Data Analysis/28. Mini story part 2 ( Two tailed t test )/13. Use Excel file with two samples mean t test.mp4 66.7 MB
Statistics & Applied Data Science - Business Data Analysis/16. Normal distribution lesson 1/4. Simplified viewpoint about normal distribution.mp4 66.2 MB
Statistics & Applied Data Science - Business Data Analysis/25. --- Part 4 TAKE YOUR BREATH BEFORE HYPOTHESIS TESTING----/22. Questions about what we learned from mini story part 1 .mp4 65.8 MB

[磁力链接] 添加时间:2022-01-10 大小:7.1 GB 最近下载:2025-06-14 热度:1208

Udemy - Statistics for Data Science and Business Analysis [720p - WEB HD - H264 - AAC]

17 Practical example_ regression analysis/087 Practical example_ regression analysis.mp4 44.5 MB
05 Practical example_ descriptive statistics/025 Practical example.mp4 43.3 MB
09 Practical example_ inferential statistics/049 Practical example_ inferential statistics.mp4 26.5 MB
12 Practical example_ hypothesis testing/064 Practical example_ hypothesis testing.mp4 20.9 MB
01 Introduction/001 What does the course cover_.mp4 13.3 MB
07 Estimators and estimates/036 Calculating confidence intervals within a population with a known variance.mp4 13.1 MB
14 Subtleties of regression analysis/078 Adjusted R-squared.mp4 12.5 MB
08 Confidence intervals_ advanced topics/042 Calculating confidence intervals for two means with dependent samples.mp4 12.0 MB
15 Assumptions for linear regression analysis/083 A3_ Normality and homoscedasticity.mp4 11.9 MB
02 Sample or population data_/002 Understanding the difference between a population and a sample.mp4 11.9 MB
03 The fundamentals of descriptive statistics/003 The various types of data we can work with.mp4 11.5 MB
04 Measures of central tendency_ asymmetry_ and variability/019 Standard deviation and coefficient of variation.mp4 11.3 MB
11 Hypothesis testing_ Let's start testing!/054 Test for the mean_ Population variance known.mp4 11.2 MB
07 Estimators and estimates/038 Student's T distribution.mp4 10.7 MB
07 Estimators and estimates/041 What is a margin of error and why is it important in Statistics_.mp4 10.7 MB
04 Measures of central tendency_ asymmetry_ and variability/013 The main measures of central tendency_ mean_ median_ mode.mp4 10.5 MB
13 The fundamentals of regression analysis/068 The linear regression model made easy.mp4 10.0 MB
15 Assumptions for linear regression analysis/082 A2_ No endogeneity.mp4 9.9 MB
10 Hypothesis testing_ Introduction/051 The null and the alternative hypothesis.mp4 9.8 MB
06 Distributions/032 Understanding the central limit theorem.mp4 9.6 MB

[磁力链接] 添加时间:2021-04-26 大小:581.8 MB 最近下载:2025-05-30 热度:1207