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[FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp
magnet:?xt=urn:btih:960e78b5b7dd4fd154c28205703b0196229e30e0&dn=[FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp
磁力链接详情
Hash值:
960e78b5b7dd4fd154c28205703b0196229e30e0
点击数:
96
文件大小:
3.89 GB
文件数量:
133
创建日期:
2019-1-9 19:43
最后访问:
2024-7-22 02:30
访问标签:
FreeTutorials
Us
python-for-data-science-and-machine-learning-bootcamp
文件列表详情
01 Course Introduction/001 Introduction to the Course.mp4 43.01 MB
01 Course Introduction/002 Course Help and Welcome.mp4 22.13 MB
02 Environment Set-Up/004 Environment Set-up and Installation.mp4 28.17 MB
03 Jupyter Overview/005 Jupyter Notebooks.mp4 37.76 MB
03 Jupyter Overview/006 Optional Virtual Environments.mp4 21.78 MB
04 Python Crash Course/007 Welcome to the Python Crash Course Section.mp4 10.7 MB
04 Python Crash Course/008 Introduction to Python Crash Course.mp4 3.03 MB
04 Python Crash Course/009 Python Crash Course - Part 1.mp4 40.15 MB
04 Python Crash Course/010 Python Crash Course - Part 2.mp4 32.21 MB
04 Python Crash Course/011 Python Crash Course - Part 3.mp4 35.76 MB
04 Python Crash Course/012 Python Crash Course - Part 4.mp4 32.55 MB
04 Python Crash Course/013 Python Crash Course Exercises - Overview.mp4 12.23 MB
04 Python Crash Course/014 Python Crash Course Exercises - Solutions.mp4 34.41 MB
05 Python for Data Analysis - NumPy/015 Welcome to the NumPy Section.mp4 6.99 MB
05 Python for Data Analysis - NumPy/016 Introduction to Numpy.mp4 4.72 MB
05 Python for Data Analysis - NumPy/017 Numpy Arrays.mp4 38.13 MB
05 Python for Data Analysis - NumPy/019 Numpy Array Indexing.mp4 42.25 MB
05 Python for Data Analysis - NumPy/020 Numpy Operations.mp4 30.1 MB
05 Python for Data Analysis - NumPy/021 Numpy Exercises Overview.mp4 12.21 MB
05 Python for Data Analysis - NumPy/022 Numpy Exercises Solutions.mp4 46.23 MB
06 Python for Data Analysis - Pandas/023 Welcome to the Pandas Section.mp4 9.13 MB
06 Python for Data Analysis - Pandas/024 Introduction to Pandas.mp4 3.53 MB
06 Python for Data Analysis - Pandas/025 Series.mp4 22.69 MB
06 Python for Data Analysis - Pandas/026 DataFrames - Part 1.mp4 45.61 MB
06 Python for Data Analysis - Pandas/027 DataFrames - Part 2.mp4 49.87 MB
06 Python for Data Analysis - Pandas/028 DataFrames - Part 3.mp4 24.3 MB
06 Python for Data Analysis - Pandas/029 Missing Data.mp4 13.68 MB
06 Python for Data Analysis - Pandas/030 Groupby.mp4 16.69 MB
06 Python for Data Analysis - Pandas/031 Merging Joining and Concatenating.mp4 30.38 MB
06 Python for Data Analysis - Pandas/032 Operations.mp4 27.35 MB
06 Python for Data Analysis - Pandas/033 Data Input and Output.mp4 44.49 MB
07 Python for Data Analysis - Pandas Exercises/034 SF Salaries Exercise Overview.mp4 8.3 MB
07 Python for Data Analysis - Pandas Exercises/036 SF Salaries Solutions.mp4 51.78 MB
07 Python for Data Analysis - Pandas Exercises/037 Ecommerce Purchases Exercise Overview.mp4 8.79 MB
07 Python for Data Analysis - Pandas Exercises/038 Ecommerce Purchases Exercise Solutions.mp4 52.02 MB
08 Python for Data Visualization - Matplotlib/039 Welcome to the Data Visualization Section.mp4 14.24 MB
08 Python for Data Visualization - Matplotlib/040 Introduction to Matplotlib.mp4 16.33 MB
08 Python for Data Visualization - Matplotlib/041 Matplotlib Part 1.mp4 41.62 MB
08 Python for Data Visualization - Matplotlib/042 Matplotlib Part 2.mp4 35.46 MB
08 Python for Data Visualization - Matplotlib/043 Matplotlib Part 3.mp4 31.9 MB
08 Python for Data Visualization - Matplotlib/044 Matplotlib Exercises Overview.mp4 7.71 MB
08 Python for Data Visualization - Matplotlib/045 Matplotlib Exercises - Solutions.mp4 32.8 MB
09 Python for Data Visualization - Seaborn/046 Introduction to Seaborn.mp4 11.58 MB
09 Python for Data Visualization - Seaborn/047 Distribution Plots.mp4 61.74 MB
09 Python for Data Visualization - Seaborn/048 Categorical Plots.mp4 44.38 MB
09 Python for Data Visualization - Seaborn/049 Matrix Plots.mp4 25.41 MB
09 Python for Data Visualization - Seaborn/050 Regression Plots.mp4 18.03 MB
09 Python for Data Visualization - Seaborn/051 Grids.mp4 23.94 MB
09 Python for Data Visualization - Seaborn/052 Style and Color.mp4 22.69 MB
09 Python for Data Visualization - Seaborn/053 Seaborn Exercise Overview.mp4 8.25 MB
09 Python for Data Visualization - Seaborn/054 Seaborn Exercise Solutions.mp4 24.23 MB
10 Python for Data Visualization - Pandas Built-in Data Visualization/055 Pandas Built-in Data Visualization.mp4 36.87 MB
10 Python for Data Visualization - Pandas Built-in Data Visualization/056 Pandas Data Visualization Exercise.mp4 6.55 MB
10 Python for Data Visualization - Pandas Built-in Data Visualization/057 Pandas Data Visualization Exercise- Solutions.mp4 35.9 MB
11 Python for Data Visualization - Plotly and Cufflinks/058 Introduction to Plotly and Cufflinks.mp4 15.63 MB
11 Python for Data Visualization - Plotly and Cufflinks/059 Plotly and Cufflinks.mp4 62.6 MB
12 Python for Data Visualization - Geographical Plotting/060 Introduction to Geographical Plotting.mp4 2.15 MB
12 Python for Data Visualization - Geographical Plotting/061 Choropleth Maps - Part 1 - USA.mp4 54.96 MB
12 Python for Data Visualization - Geographical Plotting/062 Choropleth Maps - Part 2 - World.mp4 24.41 MB
12 Python for Data Visualization - Geographical Plotting/063 Choropleth Exercises.mp4 12.87 MB
12 Python for Data Visualization - Geographical Plotting/064 Choropleth Exercises - Solutions.mp4 33.46 MB
13 Data Capstone Project/065 Welcome to the Data Capstone Projects.mp4 10.97 MB
13 Data Capstone Project/066 911 Calls Project Overview.mp4 11.44 MB
13 Data Capstone Project/067 911 Calls Solutions - Part 1.mp4 49.16 MB
13 Data Capstone Project/068 911 Calls Solutions - Part 2.mp4 58.83 MB
13 Data Capstone Project/069 Finance Data Project Overview.mp4 16.37 MB
13 Data Capstone Project/071 Finance Project - Solutions Part 1.mp4 60.46 MB
13 Data Capstone Project/072 Finance Project - Solutions Part 2.mp4 55.85 MB
13 Data Capstone Project/073 Finance Project - Solutions Part 3.mp4 19.91 MB
14 Introduction to Machine Learning/074 Welcome to the Machine Learning Section.mp4 19.5 MB
14 Introduction to Machine Learning/076 Introduction to Machine Learning.mp4 37.61 MB
14 Introduction to Machine Learning/077 Machine Learning with Python.mp4 18.78 MB
15 Linear Regression/078 Linear Regression Theory.mp4 9.89 MB
15 Linear Regression/080 Linear Regression with Python - Part 1.mp4 52.3 MB
15 Linear Regression/081 Linear Regression with Python - Part 2.mp4 19.27 MB
15 Linear Regression/082 Linear Regression Project Overview.mp4 14.2 MB
15 Linear Regression/083 Linear Regression Project Solution.mp4 56.46 MB
16 Cross Validation and Bias-Variance Trade-Off/084 Bias Variance Trade-Off.mp4 12.93 MB
17 Logistic Regression/085 Logistic Regression Theory.mp4 23.54 MB
17 Logistic Regression/086 Logistic Regression with Python - Part 1.mp4 49.03 MB
17 Logistic Regression/087 Logistic Regression with Python - Part 2.mp4 38.83 MB
17 Logistic Regression/088 Logistic Regression with Python - Part 3.mp4 20.02 MB
17 Logistic Regression/089 Logistic Regression Project Overview.mp4 6.65 MB
17 Logistic Regression/090 Logistic Regression Project Solutions.mp4 36.69 MB
18 K Nearest Neighbors/091 KNN Theory.mp4 11.17 MB
18 K Nearest Neighbors/092 KNN with Python.mp4 54.68 MB
18 K Nearest Neighbors/093 KNN Project Overview.mp4 7.1 MB
18 K Nearest Neighbors/094 KNN Project Solutions.mp4 70.85 MB
19 Decision Trees and Random Forests/095 Introduction to Tree Methods.mp4 13.49 MB
19 Decision Trees and Random Forests/096 Decision Trees and Random Forest with Python.mp4 49.09 MB
19 Decision Trees and Random Forests/097 Decision Trees and Random Forest Project Overview.mp4 15.42 MB
19 Decision Trees and Random Forests/098 Decision Trees and Random Forest Solutions Part 1.mp4 36.72 MB
19 Decision Trees and Random Forests/099 Decision Trees and Random Forest Solutions Part 2.mp4 32.3 MB
20 Support Vector Machines/100 SVM Theory.mp4 9.9 MB
20 Support Vector Machines/101 Support Vector Machines with Python.mp4 56.15 MB
20 Support Vector Machines/102 SVM Project Overview.mp4 11.17 MB
20 Support Vector Machines/103 SVM Project Solutions.mp4 33.57 MB
21 K Means Clustering/104 K Means Algorithm Theory.mp4 10.98 MB
21 K Means Clustering/105 K Means with Python.mp4 34.62 MB
21 K Means Clustering/106 K Means Project Overview.mp4 11.56 MB
21 K Means Clustering/107 K Means Project Solutions.mp4 56.73 MB
22 Principal Component Analysis/108 Principal Component Analysis.mp4 7.12 MB
22 Principal Component Analysis/109 PCA with Python.mp4 49.81 MB
23 Recommender Systems/110 Recommender Systems.mp4 9.1 MB
23 Recommender Systems/111 Recommender Systems with Python - Part 1.mp4 43.39 MB
23 Recommender Systems/112 Recommender Systems with Python - Part 2.mp4 39.41 MB
24 Natural Language Processing/113 Natural Language Processing Theory.mp4 9.81 MB
24 Natural Language Processing/114 NLP with Python - Part 1.mp4 47.41 MB
24 Natural Language Processing/115 NLP with Python - Part 2.mp4 49.08 MB
24 Natural Language Processing/116 NLP with Python - Part 3.mp4 43.48 MB
24 Natural Language Processing/117 NLP Project Overview.mp4 8.44 MB
24 Natural Language Processing/118 NLP Project Solutions.mp4 57.69 MB
25 Big Data and Spark with Python/119 Welcome to the Big Data Section.mp4 14.23 MB
25 Big Data and Spark with Python/120 Big Data Overview.mp4 11.29 MB
25 Big Data and Spark with Python/121 Spark Overview.mp4 17.49 MB
25 Big Data and Spark with Python/123 AWS Account Set-Up.mp4 13.1 MB
25 Big Data and Spark with Python/125 EC2 Instance Set-Up.mp4 86.53 MB
25 Big Data and Spark with Python/126 SSH with Mac or Linux.mp4 10.89 MB
25 Big Data and Spark with Python/127 PySpark Setup.mp4 70.62 MB
25 Big Data and Spark with Python/128 Lambda Expressions Review.mp4 10.31 MB
25 Big Data and Spark with Python/129 Introduction to Spark and Python.mp4 18.08 MB
25 Big Data and Spark with Python/130 RDD Transformations and Actions.mp4 70.8 MB
26 Neural Nets and Deep Learning/131 Neural Network Theory.mp4 14.52 MB
26 Neural Nets and Deep Learning/132 Welcome to the Deep Learning Section.mp4 13.35 MB
26 Neural Nets and Deep Learning/133 What is TensorFlow.mp4 32.8 MB
26 Neural Nets and Deep Learning/135 TensorFlow Installation.mp4 91.93 MB
26 Neural Nets and Deep Learning/136 TensorFlow Basics.mp4 36.59 MB
26 Neural Nets and Deep Learning/137 MNIST with Multi-Layer Perceptron - Part 1.mp4 25.22 MB
26 Neural Nets and Deep Learning/138 MNIST with Multi-Layer Perceptron - Part 2.mp4 45.18 MB
26 Neural Nets and Deep Learning/139 MNIST with Multi-Layer Perceptron - Part 3.mp4 56.7 MB
26 Neural Nets and Deep Learning/140 TensorFlow with ContribLearn.mp4 23.76 MB
26 Neural Nets and Deep Learning/141 Tensorflow Project Exercise Overview.mp4 40.59 MB
26 Neural Nets and Deep Learning/142 Tensorflow Project Exercise - Solutions.mp4 52.71 MB
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