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[FreeCourseSite.com] Udemy - Python for Data Science and Machine Learning Bootcamp

Magnet Download Download Torrent
File Name
Size
01 Course Introduction/001 Introduction to the Course.mp4
43 MB
01 Course Introduction/002 Course Help and Welcome.mp4
22 MB
01 Course Introduction/003 Course FAQs.html
5.6 kB
01 Course Introduction/attached_files/003 Course FAQs/Python-Data-Science-and-Machine-Learning-Bootcamp.zip
133 MB
02 Environment Set-Up/004 Environment Set-up and Installation.mp4
28 MB
03 Jupyter Overview/005 Jupyter Notebooks.mp4
38 MB
03 Jupyter Overview/006 Optional Virtual Environments.mp4
22 MB
03 Jupyter Overview/attached_files/005 Jupyter Notebooks/Python-Data-Science-and-Machine-Learning-Bootcamp.zip
133 MB
04 Python Crash Course/007 Welcome to the Python Crash Course Section.mp4
11 MB
04 Python Crash Course/008 Introduction to Python Crash Course.mp4
3.0 MB
04 Python Crash Course/009 Python Crash Course - Part 1.mp4
40 MB
04 Python Crash Course/010 Python Crash Course - Part 2.mp4
32 MB
04 Python Crash Course/011 Python Crash Course - Part 3.mp4
36 MB
04 Python Crash Course/012 Python Crash Course - Part 4.mp4
32 MB
04 Python Crash Course/013 Python Crash Course Exercises - Overview.mp4
12 MB
04 Python Crash Course/014 Python Crash Course Exercises - Solutions.mp4
34 MB
05 Python for Data Analysis - NumPy/015 Welcome to the NumPy Section.mp4
7.0 MB
05 Python for Data Analysis - NumPy/016 Introduction to Numpy.mp4
4.7 MB
05 Python for Data Analysis - NumPy/017 Numpy Arrays.mp4
38 MB
05 Python for Data Analysis - NumPy/018 Quick Note on Array Indexing.html
1.3 kB
05 Python for Data Analysis - NumPy/019 Numpy Array Indexing.mp4
42 MB
05 Python for Data Analysis - NumPy/020 Numpy Operations.mp4
30 MB
05 Python for Data Analysis - NumPy/021 Numpy Exercises Overview.mp4
12 MB
05 Python for Data Analysis - NumPy/022 Numpy Exercises Solutions.mp4
46 MB
06 Python for Data Analysis - Pandas/023 Welcome to the Pandas Section.mp4
9.1 MB
06 Python for Data Analysis - Pandas/024 Introduction to Pandas.mp4
3.5 MB
06 Python for Data Analysis - Pandas/025 Series.mp4
23 MB
06 Python for Data Analysis - Pandas/026 DataFrames - Part 1.mp4
46 MB
06 Python for Data Analysis - Pandas/027 DataFrames - Part 2.mp4
50 MB
06 Python for Data Analysis - Pandas/028 DataFrames - Part 3.mp4
24 MB
06 Python for Data Analysis - Pandas/029 Missing Data.mp4
14 MB
06 Python for Data Analysis - Pandas/030 Groupby.mp4
17 MB
06 Python for Data Analysis - Pandas/031 Merging Joining and Concatenating.mp4
30 MB
06 Python for Data Analysis - Pandas/032 Operations.mp4
27 MB
06 Python for Data Analysis - Pandas/033 Data Input and Output.mp4
44 MB
07 Python for Data Analysis - Pandas Exercises/034 SF Salaries Exercise Overview.mp4
8.3 MB
07 Python for Data Analysis - Pandas Exercises/035 Note on SF Salary Exercise.html
855 B
07 Python for Data Analysis - Pandas Exercises/036 SF Salaries Solutions.mp4
52 MB
07 Python for Data Analysis - Pandas Exercises/037 Ecommerce Purchases Exercise Overview.mp4
8.8 MB
07 Python for Data Analysis - Pandas Exercises/038 Ecommerce Purchases Exercise Solutions.mp4
52 MB
08 Python for Data Visualization - Matplotlib/039 Welcome to the Data Visualization Section.mp4
14 MB
08 Python for Data Visualization - Matplotlib/040 Introduction to Matplotlib.mp4
16 MB
08 Python for Data Visualization - Matplotlib/041 Matplotlib Part 1.mp4
42 MB
08 Python for Data Visualization - Matplotlib/042 Matplotlib Part 2.mp4
36 MB
08 Python for Data Visualization - Matplotlib/043 Matplotlib Part 3.mp4
32 MB
08 Python for Data Visualization - Matplotlib/044 Matplotlib Exercises Overview.mp4
7.7 MB
08 Python for Data Visualization - Matplotlib/045 Matplotlib Exercises - Solutions.mp4
33 MB
09 Python for Data Visualization - Seaborn/046 Introduction to Seaborn.mp4
12 MB
09 Python for Data Visualization - Seaborn/047 Distribution Plots.mp4
62 MB
09 Python for Data Visualization - Seaborn/048 Categorical Plots.mp4
44 MB
09 Python for Data Visualization - Seaborn/049 Matrix Plots.mp4
25 MB
09 Python for Data Visualization - Seaborn/050 Regression Plots.mp4
18 MB
09 Python for Data Visualization - Seaborn/051 Grids.mp4
24 MB
09 Python for Data Visualization - Seaborn/052 Style and Color.mp4
23 MB
09 Python for Data Visualization - Seaborn/053 Seaborn Exercise Overview.mp4
8.3 MB
09 Python for Data Visualization - Seaborn/054 Seaborn Exercise Solutions.mp4
24 MB
10 Python for Data Visualization - Pandas Built-in Data Visualization/055 Pandas Built-in Data Visualization.mp4
37 MB
10 Python for Data Visualization - Pandas Built-in Data Visualization/056 Pandas Data Visualization Exercise.mp4
6.5 MB
10 Python for Data Visualization - Pandas Built-in Data Visualization/057 Pandas Data Visualization Exercise- Solutions.mp4
36 MB
11 Python for Data Visualization - Plotly and Cufflinks/058 Introduction to Plotly and Cufflinks.mp4
16 MB
11 Python for Data Visualization - Plotly and Cufflinks/059 Plotly and Cufflinks.mp4
63 MB
12 Python for Data Visualization - Geographical Plotting/060 Introduction to Geographical Plotting.mp4
2.2 MB
12 Python for Data Visualization - Geographical Plotting/061 Choropleth Maps - Part 1 - USA.mp4
55 MB
12 Python for Data Visualization - Geographical Plotting/062 Choropleth Maps - Part 2 - World.mp4
24 MB
12 Python for Data Visualization - Geographical Plotting/063 Choropleth Exercises.mp4
13 MB
12 Python for Data Visualization - Geographical Plotting/064 Choropleth Exercises - Solutions.mp4
34 MB
13 Data Capstone Project/065 Welcome to the Data Capstone Projects.mp4
11 MB
13 Data Capstone Project/066 911 Calls Project Overview.mp4
11 MB
13 Data Capstone Project/067 911 Calls Solutions - Part 1.mp4
49 MB
13 Data Capstone Project/068 911 Calls Solutions - Part 2.mp4
59 MB
13 Data Capstone Project/069 Finance Data Project Overview.mp4
16 MB
13 Data Capstone Project/070 Bank Data.html
642 B
13 Data Capstone Project/071 Finance Project - Solutions Part 1.mp4
60 MB
13 Data Capstone Project/072 Finance Project - Solutions Part 2.mp4
56 MB
13 Data Capstone Project/073 Finance Project - Solutions Part 3.mp4
20 MB
14 Introduction to Machine Learning/074 Welcome to the Machine Learning Section.mp4
20 MB
14 Introduction to Machine Learning/075 Link for ISLR.html
689 B
14 Introduction to Machine Learning/076 Introduction to Machine Learning.mp4
38 MB
14 Introduction to Machine Learning/077 Machine Learning with Python.mp4
19 MB
14 Introduction to Machine Learning/attached_files/075 Link for ISLR/Python-DS-Presentations.zip
2.8 MB
15 Linear Regression/078 Linear Regression Theory.mp4
9.9 MB
15 Linear Regression/079 model_selection Updates for SciKit Learn 0.18.html
1.1 kB
15 Linear Regression/080 Linear Regression with Python - Part 1.mp4
52 MB
15 Linear Regression/081 Linear Regression with Python - Part 2.mp4
19 MB
15 Linear Regression/082 Linear Regression Project Overview.mp4
14 MB
15 Linear Regression/083 Linear Regression Project Solution.mp4
56 MB
16 Cross Validation and Bias-Variance Trade-Off/084 Bias Variance Trade-Off.mp4
13 MB
17 Logistic Regression/085 Logistic Regression Theory.mp4
24 MB
17 Logistic Regression/086 Logistic Regression with Python - Part 1.mp4
49 MB
17 Logistic Regression/087 Logistic Regression with Python - Part 2.mp4
39 MB
17 Logistic Regression/088 Logistic Regression with Python - Part 3.mp4
20 MB
17 Logistic Regression/089 Logistic Regression Project Overview.mp4
6.7 MB
17 Logistic Regression/090 Logistic Regression Project Solutions.mp4
37 MB
18 K Nearest Neighbors/091 KNN Theory.mp4
11 MB
18 K Nearest Neighbors/092 KNN with Python.mp4
55 MB
18 K Nearest Neighbors/093 KNN Project Overview.mp4
7.1 MB
18 K Nearest Neighbors/094 KNN Project Solutions.mp4
71 MB
19 Decision Trees and Random Forests/095 Introduction to Tree Methods.mp4
14 MB
19 Decision Trees and Random Forests/096 Decision Trees and Random Forest with Python.mp4
49 MB
19 Decision Trees and Random Forests/097 Decision Trees and Random Forest Project Overview.mp4
15 MB
19 Decision Trees and Random Forests/098 Decision Trees and Random Forest Solutions Part 1.mp4
37 MB
19 Decision Trees and Random Forests/099 Decision Trees and Random Forest Solutions Part 2.mp4
32 MB
20 Support Vector Machines/100 SVM Theory.mp4
9.9 MB
20 Support Vector Machines/101 Support Vector Machines with Python.mp4
56 MB
20 Support Vector Machines/102 SVM Project Overview.mp4
11 MB
20 Support Vector Machines/103 SVM Project Solutions.mp4
34 MB
21 K Means Clustering/104 K Means Algorithm Theory.mp4
11 MB
21 K Means Clustering/105 K Means with Python.mp4
35 MB
21 K Means Clustering/106 K Means Project Overview.mp4
12 MB
21 K Means Clustering/107 K Means Project Solutions.mp4
57 MB
22 Principal Component Analysis/108 Principal Component Analysis.mp4
7.1 MB
22 Principal Component Analysis/109 PCA with Python.mp4
50 MB
23 Recommender Systems/110 Recommender Systems.mp4
9.1 MB
23 Recommender Systems/111 Recommender Systems with Python - Part 1.mp4
43 MB
23 Recommender Systems/112 Recommender Systems with Python - Part 2.mp4
39 MB
24 Natural Language Processing/113 Natural Language Processing Theory.mp4
9.8 MB
24 Natural Language Processing/114 NLP with Python - Part 1.mp4
47 MB
24 Natural Language Processing/115 NLP with Python - Part 2.mp4
49 MB
24 Natural Language Processing/116 NLP with Python - Part 3.mp4
44 MB
24 Natural Language Processing/117 NLP Project Overview.mp4
8.4 MB
24 Natural Language Processing/118 NLP Project Solutions.mp4
58 MB
25 Big Data and Spark with Python/119 Welcome to the Big Data Section.mp4
14 MB
25 Big Data and Spark with Python/120 Big Data Overview.mp4
11 MB
25 Big Data and Spark with Python/121 Spark Overview.mp4
18 MB
25 Big Data and Spark with Python/122 Local Spark Set-Up.html
1.9 kB
25 Big Data and Spark with Python/123 AWS Account Set-Up.mp4
13 MB
25 Big Data and Spark with Python/124 Quick Note on AWS Security.html
688 B
25 Big Data and Spark with Python/125 EC2 Instance Set-Up.mp4
86 MB
25 Big Data and Spark with Python/126 SSH with Mac or Linux.mp4
11 MB
25 Big Data and Spark with Python/127 PySpark Setup.mp4
71 MB
25 Big Data and Spark with Python/128 Lambda Expressions Review.mp4
10 MB
25 Big Data and Spark with Python/129 Introduction to Spark and Python.mp4
18 MB
25 Big Data and Spark with Python/130 RDD Transformations and Actions.mp4
71 MB
26 Neural Nets and Deep Learning/131 Neural Network Theory.mp4
14 MB
26 Neural Nets and Deep Learning/132 Welcome to the Deep Learning Section.mp4
13 MB
26 Neural Nets and Deep Learning/133 What is TensorFlow.mp4
33 MB
26 Neural Nets and Deep Learning/134 Changes with TensorFlow.html
2.9 kB
26 Neural Nets and Deep Learning/135 TensorFlow Installation.mp4
92 MB
26 Neural Nets and Deep Learning/136 TensorFlow Basics.mp4
37 MB
26 Neural Nets and Deep Learning/137 MNIST with Multi-Layer Perceptron - Part 1.mp4
25 MB
26 Neural Nets and Deep Learning/138 MNIST with Multi-Layer Perceptron - Part 2.mp4
45 MB
26 Neural Nets and Deep Learning/139 MNIST with Multi-Layer Perceptron - Part 3.mp4
57 MB
26 Neural Nets and Deep Learning/140 TensorFlow with ContribLearn.mp4
24 MB
26 Neural Nets and Deep Learning/141 Tensorflow Project Exercise Overview.mp4
41 MB
26 Neural Nets and Deep Learning/142 Tensorflow Project Exercise - Solutions.mp4
53 MB
26 Neural Nets and Deep Learning/attached_files/131 Neural Network Theory/Deep-Learning.zip
1.0 MB
27 BONUS DISCOUNT COUPONS FOR OTHER COURSES/143 Discount Coupons for my Courses.html
1.6 kB
[FreeCourseSite.com].txt
1.1 kB
[FreeCourseSite.com].url
127 B
[HaxTech.me].txt
1.1 kB
[HaxTech.me].url
123 B