FileMood

Download [FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp

FreeTutorials Us python for data science and machine learning bootcamp

Name

[FreeTutorials.Us] python-for-data-science-and-machine-learning-bootcamp

  DOWNLOAD Copy Link

Trouble downloading? see How To

Total Size

4.5 GB

Total Files

149

Last Seen

2025-05-02 23:28

Hash

960E78B5B7DD4FD154C28205703B0196229E30E0

/01 Course Introduction/

001 Introduction to the Course.mp4

45.1 MB

002 Course Help and Welcome.mp4

23.2 MB

003 Course FAQs.html

5.7 KB

/.../003 Course FAQs/

Python-Data-Science-and-Machine-Learning-Bootcamp.zip

139.4 MB

/02 Environment Set-Up/

004 Environment Set-up and Installation.mp4

29.5 MB

/03 Jupyter Overview/

005 Jupyter Notebooks.mp4

39.6 MB

006 Optional Virtual Environments.mp4

22.8 MB

/.../005 Jupyter Notebooks/

Python-Data-Science-and-Machine-Learning-Bootcamp.zip

139.4 MB

/04 Python Crash Course/

007 Welcome to the Python Crash Course Section.mp4

11.2 MB

008 Introduction to Python Crash Course.mp4

3.2 MB

009 Python Crash Course - Part 1.mp4

42.1 MB

010 Python Crash Course - Part 2.mp4

33.8 MB

011 Python Crash Course - Part 3.mp4

37.5 MB

012 Python Crash Course - Part 4.mp4

34.1 MB

013 Python Crash Course Exercises - Overview.mp4

12.8 MB

014 Python Crash Course Exercises - Solutions.mp4

36.1 MB

/05 Python for Data Analysis - NumPy/

015 Welcome to the NumPy Section.mp4

7.3 MB

016 Introduction to Numpy.mp4

5.0 MB

017 Numpy Arrays.mp4

40.0 MB

018 Quick Note on Array Indexing.html

1.4 KB

019 Numpy Array Indexing.mp4

44.3 MB

020 Numpy Operations.mp4

31.6 MB

021 Numpy Exercises Overview.mp4

12.8 MB

022 Numpy Exercises Solutions.mp4

48.5 MB

/06 Python for Data Analysis - Pandas/

023 Welcome to the Pandas Section.mp4

9.6 MB

024 Introduction to Pandas.mp4

3.7 MB

025 Series.mp4

23.8 MB

026 DataFrames - Part 1.mp4

47.8 MB

027 DataFrames - Part 2.mp4

52.3 MB

028 DataFrames - Part 3.mp4

25.5 MB

029 Missing Data.mp4

14.3 MB

030 Groupby.mp4

17.5 MB

031 Merging Joining and Concatenating.mp4

31.9 MB

032 Operations.mp4

28.7 MB

033 Data Input and Output.mp4

46.7 MB

/07 Python for Data Analysis - Pandas Exercises/

034 SF Salaries Exercise Overview.mp4

8.7 MB

035 Note on SF Salary Exercise.html

0.9 KB

036 SF Salaries Solutions.mp4

54.3 MB

037 Ecommerce Purchases Exercise Overview.mp4

9.2 MB

038 Ecommerce Purchases Exercise Solutions.mp4

54.5 MB

/08 Python for Data Visualization - Matplotlib/

039 Welcome to the Data Visualization Section.mp4

14.9 MB

040 Introduction to Matplotlib.mp4

17.1 MB

041 Matplotlib Part 1.mp4

43.6 MB

042 Matplotlib Part 2.mp4

37.2 MB

043 Matplotlib Part 3.mp4

33.5 MB

044 Matplotlib Exercises Overview.mp4

8.1 MB

045 Matplotlib Exercises - Solutions.mp4

34.4 MB

/09 Python for Data Visualization - Seaborn/

046 Introduction to Seaborn.mp4

12.1 MB

047 Distribution Plots.mp4

64.7 MB

048 Categorical Plots.mp4

46.5 MB

049 Matrix Plots.mp4

26.6 MB

050 Regression Plots.mp4

18.9 MB

051 Grids.mp4

25.1 MB

052 Style and Color.mp4

23.8 MB

053 Seaborn Exercise Overview.mp4

8.7 MB

054 Seaborn Exercise Solutions.mp4

25.4 MB

/10 Python for Data Visualization - Pandas Built-in Data Visualization/

055 Pandas Built-in Data Visualization.mp4

38.7 MB

056 Pandas Data Visualization Exercise.mp4

6.9 MB

057 Pandas Data Visualization Exercise- Solutions.mp4

37.6 MB

/11 Python for Data Visualization - Plotly and Cufflinks/

058 Introduction to Plotly and Cufflinks.mp4

16.4 MB

059 Plotly and Cufflinks.mp4

65.6 MB

/12 Python for Data Visualization - Geographical Plotting/

060 Introduction to Geographical Plotting.mp4

2.3 MB

061 Choropleth Maps - Part 1 - USA.mp4

57.6 MB

062 Choropleth Maps - Part 2 - World.mp4

25.6 MB

063 Choropleth Exercises.mp4

13.5 MB

064 Choropleth Exercises - Solutions.mp4

35.1 MB

/13 Data Capstone Project/

065 Welcome to the Data Capstone Projects.mp4

11.5 MB

066 911 Calls Project Overview.mp4

12.0 MB

067 911 Calls Solutions - Part 1.mp4

51.6 MB

068 911 Calls Solutions - Part 2.mp4

61.7 MB

069 Finance Data Project Overview.mp4

17.2 MB

070 Bank Data.html

0.6 KB

071 Finance Project - Solutions Part 1.mp4

63.4 MB

072 Finance Project - Solutions Part 2.mp4

58.6 MB

073 Finance Project - Solutions Part 3.mp4

20.9 MB

/14 Introduction to Machine Learning/

074 Welcome to the Machine Learning Section.mp4

20.4 MB

075 Link for ISLR.html

0.7 KB

076 Introduction to Machine Learning.mp4

39.4 MB

077 Machine Learning with Python.mp4

19.7 MB

/.../075 Link for ISLR/

Python-DS-Presentations.zip

2.9 MB

/15 Linear Regression/

078 Linear Regression Theory.mp4

10.4 MB

079 model_selection Updates for SciKit Learn 0.18.html

1.2 KB

080 Linear Regression with Python - Part 1.mp4

54.8 MB

081 Linear Regression with Python - Part 2.mp4

20.2 MB

082 Linear Regression Project Overview.mp4

14.9 MB

083 Linear Regression Project Solution.mp4

59.2 MB

/16 Cross Validation and Bias-Variance Trade-Off/

084 Bias Variance Trade-Off.mp4

13.6 MB

/17 Logistic Regression/

085 Logistic Regression Theory.mp4

24.7 MB

086 Logistic Regression with Python - Part 1.mp4

51.4 MB

087 Logistic Regression with Python - Part 2.mp4

40.7 MB

088 Logistic Regression with Python - Part 3.mp4

21.0 MB

089 Logistic Regression Project Overview.mp4

7.0 MB

090 Logistic Regression Project Solutions.mp4

38.5 MB

/18 K Nearest Neighbors/

091 KNN Theory.mp4

11.7 MB

092 KNN with Python.mp4

57.3 MB

093 KNN Project Overview.mp4

7.5 MB

094 KNN Project Solutions.mp4

74.3 MB

/19 Decision Trees and Random Forests/

095 Introduction to Tree Methods.mp4

14.1 MB

096 Decision Trees and Random Forest with Python.mp4

51.5 MB

097 Decision Trees and Random Forest Project Overview.mp4

16.2 MB

098 Decision Trees and Random Forest Solutions Part 1.mp4

38.5 MB

099 Decision Trees and Random Forest Solutions Part 2.mp4

33.9 MB

/20 Support Vector Machines/

100 SVM Theory.mp4

10.4 MB

101 Support Vector Machines with Python.mp4

58.9 MB

102 SVM Project Overview.mp4

11.7 MB

103 SVM Project Solutions.mp4

35.2 MB

/21 K Means Clustering/

104 K Means Algorithm Theory.mp4

11.5 MB

105 K Means with Python.mp4

36.3 MB

106 K Means Project Overview.mp4

12.1 MB

107 K Means Project Solutions.mp4

59.5 MB

/22 Principal Component Analysis/

108 Principal Component Analysis.mp4

7.5 MB

109 PCA with Python.mp4

52.2 MB

/23 Recommender Systems/

110 Recommender Systems.mp4

9.5 MB

111 Recommender Systems with Python - Part 1.mp4

45.5 MB

112 Recommender Systems with Python - Part 2.mp4

41.3 MB

/24 Natural Language Processing/

113 Natural Language Processing Theory.mp4

10.3 MB

114 NLP with Python - Part 1.mp4

49.7 MB

115 NLP with Python - Part 2.mp4

51.5 MB

116 NLP with Python - Part 3.mp4

45.6 MB

117 NLP Project Overview.mp4

8.9 MB

118 NLP Project Solutions.mp4

60.5 MB

/25 Big Data and Spark with Python/

119 Welcome to the Big Data Section.mp4

14.9 MB

120 Big Data Overview.mp4

11.8 MB

121 Spark Overview.mp4

18.3 MB

122 Local Spark Set-Up.html

1.9 KB

123 AWS Account Set-Up.mp4

13.7 MB

124 Quick Note on AWS Security.html

0.7 KB

125 EC2 Instance Set-Up.mp4

90.7 MB

126 SSH with Mac or Linux.mp4

11.4 MB

127 PySpark Setup.mp4

74.0 MB

128 Lambda Expressions Review.mp4

10.8 MB

129 Introduction to Spark and Python.mp4

19.0 MB

130 RDD Transformations and Actions.mp4

74.2 MB

/26 Neural Nets and Deep Learning/

131 Neural Network Theory.mp4

15.2 MB

132 Welcome to the Deep Learning Section.mp4

14.0 MB

133 What is TensorFlow.mp4

34.4 MB

134 Changes with TensorFlow.html

2.9 KB

135 TensorFlow Installation.mp4

96.4 MB

136 TensorFlow Basics.mp4

38.4 MB

137 MNIST with Multi-Layer Perceptron - Part 1.mp4

26.4 MB

138 MNIST with Multi-Layer Perceptron - Part 2.mp4

47.4 MB

139 MNIST with Multi-Layer Perceptron - Part 3.mp4

59.5 MB

140 TensorFlow with ContribLearn.mp4

24.9 MB

141 Tensorflow Project Exercise Overview.mp4

42.6 MB

142 Tensorflow Project Exercise - Solutions.mp4

55.3 MB

/.../131 Neural Network Theory/

Deep-Learning.zip

1.1 MB

/27 BONUS DISCOUNT COUPONS FOR OTHER COURSES/

143 Discount Coupons for my Courses.html

1.7 KB

/

FreeTutorials.us.html

0.1 KB

[FreeTutorials.us].txt

0.1 KB

 

Total files 149


Copyright © 2025 FileMood.com