Python for Data Science and Machine Learning Bootcamp UDEMY | B2EEA4AE1972D291291D853755000582F9ECF9F1

Python for Data Science and Machine Learning Bootcamp UDEMY

Name	Python for Data Science and Machine Learning Bootcamp [UDEMY]	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.2 GB
Total Files	143
Hash	B2EEA4AE1972D291291D853755000582F9ECF9F1

/26 Neural Nets and Deep Learning/
135 TensorFlow Installation.mp4	96.4 MB
139 MNIST with Multi-Layer Perceptron - Part 3.mp4	59.5 MB
142 Tensorflow Project Exercise - Solutions.mp4	55.3 MB
138 MNIST with Multi-Layer Perceptron - Part 2.mp4	47.4 MB
141 Tensorflow Project Exercise Overview.mp4	42.6 MB
136 TensorFlow Basics.mp4	38.4 MB
133 What is TensorFlow.mp4	34.4 MB
137 MNIST with Multi-Layer Perceptron - Part 1.mp4	26.4 MB
140 TensorFlow with ContribLearn.mp4	24.9 MB
131 Neural Network Theory.mp4	15.2 MB
132 Welcome to the Deep Learning Section.mp4	14.0 MB
134 Changes with TensorFlow.html	2.9 KB
/25 Big Data and Spark with Python/
125 EC2 Instance Set-Up.mp4	90.7 MB
130 RDD Transformations and Actions.mp4	74.2 MB
127 PySpark Setup.mp4	74.0 MB
129 Introduction to Spark and Python.mp4	19.0 MB
121 Spark Overview.mp4	18.3 MB
119 Welcome to the Big Data Section.mp4	14.9 MB
123 AWS Account Set-Up.mp4	13.7 MB
120 Big Data Overview.mp4	11.8 MB
126 SSH with Mac or Linux.mp4	11.4 MB
128 Lambda Expressions Review.mp4	10.8 MB
122 Local Spark Set-Up.html	1.9 KB
124 Quick Note on AWS Security.html	0.7 KB
/18 K Nearest Neighbors/
094 KNN Project Solutions.mp4	74.3 MB
092 KNN with Python.mp4	57.3 MB
091 KNN Theory.mp4	11.7 MB
093 KNN Project Overview.mp4	7.5 MB
/11 Python for Data Visualization - Plotly and Cufflinks/
059 Plotly and Cufflinks.mp4	65.6 MB
058 Introduction to Plotly and Cufflinks.mp4	16.4 MB
/09 Python for Data Visualization - Seaborn/
047 Distribution Plots.mp4	64.7 MB
048 Categorical Plots.mp4	46.5 MB
049 Matrix Plots.mp4	26.6 MB
054 Seaborn Exercise Solutions.mp4	25.4 MB
051 Grids.mp4	25.1 MB
052 Style and Color.mp4	23.8 MB
050 Regression Plots.mp4	18.9 MB
046 Introduction to Seaborn.mp4	12.1 MB
053 Seaborn Exercise Overview.mp4	8.7 MB
/13 Data Capstone Project/
071 Finance Project - Solutions Part 1.mp4	63.4 MB
068 911 Calls Solutions - Part 2.mp4	61.7 MB
072 Finance Project - Solutions Part 2.mp4	58.6 MB
067 911 Calls Solutions - Part 1.mp4	51.6 MB
073 Finance Project - Solutions Part 3.mp4	20.9 MB
069 Finance Data Project Overview.mp4	17.2 MB
066 911 Calls Project Overview.mp4	12.0 MB
065 Welcome to the Data Capstone Projects.mp4	11.5 MB
070 Bank Data.html	0.6 KB
/24 Natural Language Processing/
118 NLP Project Solutions.mp4	60.5 MB
115 NLP with Python - Part 2.mp4	51.5 MB
114 NLP with Python - Part 1.mp4	49.7 MB
116 NLP with Python - Part 3.mp4	45.6 MB
113 Natural Language Processing Theory.mp4	10.3 MB
117 NLP Project Overview.mp4	8.9 MB
/21 K Means Clustering/
107 K Means Project Solutions.mp4	59.5 MB
105 K Means with Python.mp4	36.3 MB
106 K Means Project Overview.mp4	12.1 MB
104 K Means Algorithm Theory.mp4	11.5 MB
/15 Linear Regression/
083 Linear Regression Project Solution.mp4	59.2 MB
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
078 Linear Regression Theory.mp4	10.4 MB
079 model_selection Updates for SciKit Learn 0.18.html	1.2 KB
/20 Support Vector Machines/
101 Support Vector Machines with Python.mp4	58.9 MB
103 SVM Project Solutions.mp4	35.2 MB
102 SVM Project Overview.mp4	11.7 MB
100 SVM Theory.mp4	10.4 MB
/12 Python for Data Visualization - Geographical Plotting/
061 Choropleth Maps - Part 1 - USA.mp4	57.6 MB
064 Choropleth Exercises - Solutions.mp4	35.1 MB
062 Choropleth Maps - Part 2 - World.mp4	25.6 MB
063 Choropleth Exercises.mp4	13.5 MB
060 Introduction to Geographical Plotting.mp4	2.3 MB
/07 Python for Data Analysis - Pandas Exercises/
038 Ecommerce Purchases Exercise Solutions.mp4	54.5 MB
036 SF Salaries Solutions.mp4	54.3 MB
037 Ecommerce Purchases Exercise Overview.mp4	9.2 MB
034 SF Salaries Exercise Overview.mp4	8.7 MB
035 Note on SF Salary Exercise.html	0.9 KB
/06 Python for Data Analysis - Pandas/
027 DataFrames - Part 2.mp4	52.3 MB
026 DataFrames - Part 1.mp4	47.8 MB
033 Data Input and Output.mp4	46.7 MB
031 Merging Joining and Concatenating.mp4	31.9 MB
032 Operations.mp4	28.7 MB
028 DataFrames - Part 3.mp4	25.5 MB
025 Series.mp4	23.8 MB
030 Groupby.mp4	17.5 MB
029 Missing Data.mp4	14.3 MB
023 Welcome to the Pandas Section.mp4	9.6 MB
024 Introduction to Pandas.mp4	3.7 MB
/22 Principal Component Analysis/
109 PCA with Python.mp4	52.2 MB
108 Principal Component Analysis.mp4	7.5 MB
/19 Decision Trees and Random Forests/
096 Decision Trees and Random Forest with Python.mp4	51.5 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
097 Decision Trees and Random Forest Project Overview.mp4	16.2 MB
095 Introduction to Tree Methods.mp4	14.1 MB
/17 Logistic Regression/
086 Logistic Regression with Python - Part 1.mp4	51.4 MB
087 Logistic Regression with Python - Part 2.mp4	40.7 MB
090 Logistic Regression Project Solutions.mp4	38.5 MB
085 Logistic Regression Theory.mp4	24.7 MB
088 Logistic Regression with Python - Part 3.mp4	21.0 MB
089 Logistic Regression Project Overview.mp4	7.0 MB
/05 Python for Data Analysis - NumPy/
022 Numpy Exercises Solutions.mp4	48.5 MB
019 Numpy Array Indexing.mp4	44.3 MB
017 Numpy Arrays.mp4	40.0 MB
020 Numpy Operations.mp4	31.6 MB
021 Numpy Exercises Overview.mp4	12.8 MB
015 Welcome to the NumPy Section.mp4	7.3 MB
016 Introduction to Numpy.mp4	5.0 MB
018 Quick Note on Array Indexing.html	1.4 KB
/23 Recommender Systems/
111 Recommender Systems with Python - Part 1.mp4	45.5 MB
112 Recommender Systems with Python - Part 2.mp4	41.3 MB
110 Recommender Systems.mp4	9.5 MB
/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
/08 Python for Data Visualization - Matplotlib/
041 Matplotlib Part 1.mp4	43.6 MB
042 Matplotlib Part 2.mp4	37.2 MB
045 Matplotlib Exercises - Solutions.mp4	34.4 MB
043 Matplotlib Part 3.mp4	33.5 MB
040 Introduction to Matplotlib.mp4	17.1 MB
039 Welcome to the Data Visualization Section.mp4	14.9 MB
044 Matplotlib Exercises Overview.mp4	8.1 MB
/04 Python Crash Course/
009 Python Crash Course - Part 1.mp4	42.1 MB
011 Python Crash Course - Part 3.mp4	37.5 MB
014 Python Crash Course Exercises - Solutions.mp4	36.1 MB
012 Python Crash Course - Part 4.mp4	34.1 MB
010 Python Crash Course - Part 2.mp4	33.8 MB
013 Python Crash Course Exercises - Overview.mp4	12.8 MB
007 Welcome to the Python Crash Course Section.mp4	11.2 MB
008 Introduction to Python Crash Course.mp4	3.2 MB
/03 Jupyter Overview/
005 Jupyter Notebooks.mp4	39.6 MB
006 Optional Virtual Environments.mp4	22.8 MB
/14 Introduction to Machine Learning/
076 Introduction to Machine Learning.mp4	39.4 MB
074 Welcome to the Machine Learning Section.mp4	20.4 MB
077 Machine Learning with Python.mp4	19.7 MB
075 Link for ISLR.html	0.7 KB
/10 Python for Data Visualization - Pandas Built-in Data Visualization/
055 Pandas Built-in Data Visualization.mp4	38.7 MB
057 Pandas Data Visualization Exercise- Solutions.mp4	37.6 MB
056 Pandas Data Visualization Exercise.mp4	6.9 MB
/02 Environment Set-Up/
004 Environment Set-up and Installation.mp4	29.5 MB
/16 Cross Validation and Bias-Variance Trade-Off/
084 Bias Variance Trade-Off.mp4	13.6 MB
/27 BONUS DISCOUNT COUPONS FOR OTHER COURSES/
143 Discount Coupons for my Courses.html	1.7 KB
Total files 143