GigaCourse Com Udemy Python Data Science with Pandas Master 12 Advanced Projects

GigaCourse Com Udemy Python Data Science with Pandas Master 12 Advanced Projects

Name	[GigaCourse.Com] Udemy - Python Data Science with Pandas Master 12 Advanced Projects	DOWNLOAD Copy Link Trouble downloading? see How To
Total Size	4.6 GB
Total Files	399
Last Seen	2025-07-18 23:39
Hash	69DDCB2CD58DBD0CEC877FE10358BBD02C2B9D28

/0. Websites you may like/
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/1 - Getting Started/
1 - Course Overview don´t skip English.vtt	5.5 KB
1 - Course Overview don´t skip.mp4	30.6 MB
2 - Tips How to get the most out of this Course don´t skip English.vtt	6.2 KB
2 - Tips How to get the most out of this Course don´t skip.mp4	37.4 MB
3 - FAQ Your Questions answered.html	4.8 KB
4 - How to download and install Anaconda for Python coding English.vtt	8.2 KB
4 - How to download and install Anaconda for Python coding.mp4	47.8 MB
5 - Jupyter Notebooks let´s get started English.vtt	10.1 KB
5 - Jupyter Notebooks let´s get started.mp4	46.2 MB
6 - How to work with Jupyter Notebooks English.vtt	15.5 KB
6 - How to work with Jupyter Notebooks.mp4	43.1 MB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/10 - Project 9 Data Import Web Scraping APIs & Wrappers US Stocks/
107 - Project Overview English.vtt	1.3 KB
107 - Project Overview.mp4	3.0 MB
108 - Downloads Project 9.html	0.1 KB
108 - Project-09-Materials.zip	462.4 KB
109 - Web Scraping the Dow Jones Constituents English.vtt	4.0 KB
109 - Web Scraping the Dow Jones Constituents.mp4	29.4 MB
110 - Normalizing Unicode Strings and Getting the Ticker Symbols English.vtt	5.0 KB
110 - Normalizing Unicode Strings and Getting the Ticker Symbols.mp4	32.8 MB
111 - Download and Installation of an API Wrapper Package English.vtt	2.4 KB
111 - Download and Installation of an API Wrapper Package.mp4	25.0 MB
112 - Loading and Saving Historical Stock Prices English.vtt	4.8 KB
112 - Loading and Saving Historical Stock Prices.mp4	25.9 MB
/11 - Project 10 Finance Stack Backtesting Investment Strategies US Stocks/
113 - Project Overview English.vtt	0.9 KB
113 - Project Overview.mp4	2.0 MB
114 - Downloads Project 10.html	0.1 KB
114 - Project-10-Materials.zip	81.5 KB
115 - Importing the Data English.vtt	2.9 KB
115 - Importing the Data.mp4	12.5 MB
116 - Data Visualization & Returns English.vtt	5.0 KB
116 - Data Visualization & Returns.mp4	22.1 MB
117 - Backtesting a simple Momentum Strategy English.vtt	10.9 KB
117 - Backtesting a simple Momentum Strategy.mp4	28.0 MB
118 - Backtesting a simple Contrarian Strategy English.vtt	3.5 KB
118 - Backtesting a simple Contrarian Strategy.mp4	15.7 MB
119 - More complex Strategies & Backtesting vs Fitting English.vtt	6.4 KB
119 - More complex Strategies & Backtesting vs Fitting.mp4	30.0 MB
120 - Simple Moving Averages SMA English.vtt	4.7 KB
120 - Simple Moving Averages SMA.mp4	13.9 MB
121 - Backtesting Simple Moving Averages SMA Strategies English.vtt	5.9 KB
121 - Backtesting Simple Moving Averages SMA Strategies.mp4	27.6 MB
122 - Backtesting the Perfect Strategy in case you can predict the future English.vtt	3.4 KB
122 - Backtesting the Perfect Strategy in case you can predict the future.mp4	17.1 MB
/12 - Project 11 Finance Stack Index Tracking and Forward Testing US Stocks/
123 - Project Overview English.vtt	1.3 KB
123 - Project Overview.mp4	9.4 MB
124 - Downloads Project 11.html	0.1 KB
124 - Project-11-Materials.zip	464.4 KB
125 - Importing & Merging the Data English.vtt	3.3 KB
125 - Importing & Merging the Data.mp4	25.2 MB
126 - Transforming the Data English.vtt	8.8 KB
126 - Transforming the Data.mp4	67.4 MB
127 - Explanatory Data Analysis Risk Return & Correlations English.vtt	8.5 KB
127 - Explanatory Data Analysis Risk Return & Correlations.mp4	63.5 MB
128 - Index Tracking Introduction English.vtt	5.8 KB
128 - Index Tracking Introduction.mp4	32.2 MB
129 - Index Tracking Selecting the Tracking Stocks English.vtt	3.5 KB
129 - Index Tracking Selecting the Tracking Stocks.mp4	24.5 MB
130 - Index Tracking A simple Tracking Portfolio English.vtt	6.8 KB
130 - Index Tracking A simple Tracking Portfolio.mp4	45.0 MB
131 - Index Tracking The optimal Tracking Portfolio English.vtt	6.4 KB
131 - Index Tracking The optimal Tracking Portfolio.mp4	37.0 MB
132 - Forward Testing Part 1 English.vtt	5.2 KB
132 - Forward Testing Part 1.mp4	34.3 MB
133 - Forward Testing Part 2 English.vtt	6.6 KB
133 - Forward Testing Part 2.mp4	36.1 MB
/13 - Project 12 Explanatory Data Analysis and Seaborn Visualization Olympic Games/
134 - Project Overview English.vtt	0.8 KB
134 - Project Overview.mp4	4.5 MB
135 - Downloads Project 12.html	0.1 KB
135 - Project-12-Materials.zip	1.0 MB
136 - Project Brief for SelfCoders English.vtt	7.8 KB
136 - Project Brief for SelfCoders.mp4	71.4 MB
137 - Data Import and first Inspection English.vtt	4.3 KB
137 - Data Import and first Inspection.mp4	14.5 MB
138 - Merging and Concatenating English.vtt	4.7 KB
138 - Merging and Concatenating.mp4	25.6 MB
139 - Data Cleaning Part 1 English.vtt	6.4 KB
139 - Data Cleaning Part 1.mp4	31.4 MB
140 - Data Cleaning Part 2 English.vtt	5.5 KB
140 - Data Cleaning Part 2.mp4	17.1 MB
141 - What are the most successful countries of all times English.vtt	8.1 KB
141 - What are the most successful countries of all times.mp4	26.5 MB
142 - Do GDP Population and Politics matter English.vtt	10.9 KB
142 - Do GDP Population and Politics matter.mp4	34.7 MB
143 - Statistical Analysis and Hypothesis Testing with scipy English.vtt	11.7 KB
143 - Statistical Analysis and Hypothesis Testing with scipy.mp4	53.4 MB
144 - Aggregating and Ranking English.vtt	5.3 KB
144 - Aggregating and Ranking.mp4	27.9 MB
145 - Summer Games vs Winter Games does Geographical Location matter English.vtt	4.6 KB
145 - Summer Games vs Winter Games does Geographical Location matter.mp4	24.3 MB
146 - Men vs Women do Culture & Religion matter English.vtt	3.6 KB
146 - Men vs Women do Culture & Religion matter.mp4	15.7 MB
147 - Do Traditions matter English.vtt	6.7 KB
147 - Do Traditions matter.mp4	33.0 MB
/14 - Extra Project Prepare yourself for the Future Pandas Version 10/
148 - Intro and Overview English.vtt	2.3 KB
148 - Intro and Overview.mp4	11.6 MB
149 - How to update Pandas to Version 10.html	0.1 KB
150 - Course-Materials-Version-1-0.zip	28.0 KB
150 - Downloads for this Section.html	0.1 KB
151 - Important Recap Pandas Display Options Changed in Version 025 English.vtt	5.7 KB
151 - Important Recap Pandas Display Options Changed in Version 025.mp4	19.9 MB
152 - Info method new and extended output English.vtt	2.0 KB
152 - Info method new and extended output.mp4	7.9 MB
153 - NEW Extension dtypes nullable dtypes Why do we need them English.vtt	5.0 KB
153 - NEW Extension dtypes nullable dtypes Why do we need them.mp4	16.3 MB
154 - Creating the NEW extension dtypes with convertdtypes English.vtt	4.3 KB
154 - Creating the NEW extension dtypes with convertdtypes.mp4	20.0 MB
155 - NEW pdNA value for missing values English.vtt	6.6 KB
155 - NEW pdNA value for missing values.mp4	23.2 MB
156 - The NEW nullable Int64Dtype English.vtt	3.8 KB
156 - The NEW nullable Int64Dtype.mp4	16.2 MB
157 - The NEW StringDtype English.vtt	5.7 KB
157 - The NEW StringDtype.mp4	25.5 MB
158 - The NEW nullable BooleanDtype English.vtt	4.8 KB
158 - The NEW nullable BooleanDtype.mp4	13.4 MB
159 - Addition of the ignoreindex parameter English.vtt	4.1 KB
159 - Addition of the ignoreindex parameter.mp4	14.0 MB
160 - Removal of prior Version Deprecations English.vtt	6.6 KB
160 - Removal of prior Version Deprecations.mp4	42.2 MB
/15 - Appendix Pandas Crash Course/
161 - Intro to Tabular Data Pandas English.vtt	5.1 KB
161 - Intro to Tabular Data Pandas.mp4	11.0 MB
162 - Appendix-Materials.zip	640.8 KB
162 - Downloads for this Section.html	0.1 KB
163 - Create your very first Pandas DataFrame from csv English.vtt	9.5 KB
163 - Create your very first Pandas DataFrame from csv.mp4	58.2 MB
164 - Pandas Display Options and the methods head & tail English.vtt	7.1 KB
164 - Pandas Display Options and the methods head & tail.mp4	23.0 MB
165 - First Data Inspection English.vtt	13.0 KB
165 - First Data Inspection.mp4	45.3 MB
166 - Builtin Functions Attributes and Methods with Pandas English.vtt	9.6 KB
166 - Builtin Functions Attributes and Methods with Pandas.mp4	27.7 MB
167 - Selecting Columns English.vtt	5.8 KB
167 - Selecting Columns.mp4	21.6 MB
168 - Selecting one Column with the dot notation English.vtt	2.6 KB
168 - Selecting one Column with the dot notation.mp4	4.5 MB
169 - Zerobased Indexing and Negative Indexing English.vtt	3.6 KB
169 - Zerobased Indexing and Negative Indexing.mp4	6.3 MB
169 - positions.pdf	198.8 KB
170 - Selecting Rows with iloc positionbased indexing English.vtt	10.5 KB
170 - Selecting Rows with iloc positionbased indexing.mp4	64.0 MB
171 - Slicing Rows and Columns with iloc positionbased indexing English.vtt	4.9 KB
171 - Slicing Rows and Columns with iloc positionbased indexing.mp4	20.0 MB
172 - Positionbased Indexing Cheat Sheets.html	0.0 KB
172 - pandas-iloc.pdf	73.7 KB
173 - Selecting Rows with loc labelbased indexing English.vtt	3.5 KB
173 - Selecting Rows with loc labelbased indexing.mp4	11.8 MB
174 - Slicing Rows and Columns with loc labelbased indexing English.vtt	10.4 KB
174 - Slicing Rows and Columns with loc labelbased indexing.mp4	58.4 MB
175 - Labelbased Indexing Cheat Sheets.html	0.0 KB
175 - Pandas-loc.pdf	69.4 KB
176 - First Steps with Pandas Series English.vtt	4.4 KB
176 - First Steps with Pandas Series.mp4	15.0 MB
177 - Analyzing Numerical Series with unique nunique and valuecounts English.vtt	14.7 KB
177 - Analyzing Numerical Series with unique nunique and valuecounts.mp4	60.0 MB
178 - Analyzing nonnumerical Series with unique nunique valuecounts English.vtt	7.7 KB
178 - Analyzing nonnumerical Series with unique nunique valuecounts.mp4	19.8 MB
179 - Sorting of Series and Introduction to the inplace parameter English.vtt	9.8 KB
179 - Sorting of Series and Introduction to the inplace parameter.mp4	17.8 MB
180 - Filtering DataFrames by one Condition English.vtt	11.5 KB
180 - Filtering DataFrames by one Condition.mp4	24.7 MB
181 - Filtering DataFrames by many Conditions AND English.vtt	4.9 KB
181 - Filtering DataFrames by many Conditions AND.mp4	10.4 MB
182 - Filtering DataFrames by many Conditions OR English.vtt	5.1 KB
182 - Filtering DataFrames by many Conditions OR.mp4	13.6 MB
183 - Creating Columns based on other Columns English.vtt	7.6 KB
183 - Creating Columns based on other Columns.mp4	16.8 MB
184 - Userdefined Functions with apply map and applymap English.vtt	15.0 KB
184 - Userdefined Functions with apply map and applymap.mp4	34.7 MB
185 - Data Visualization with Matplotlib English.vtt	9.8 KB
185 - Data Visualization with Matplotlib.mp4	53.8 MB
186 - GroupBy an Introduction English.vtt	2.4 KB
186 - GroupBy an Introduction.mp4	4.2 MB
187 - Understanding the GroupBy Object English.vtt	9.0 KB
187 - Understanding the GroupBy Object.mp4	23.2 MB
188 - Splitting with many Keys English.vtt	7.4 KB
188 - Splitting with many Keys.mp4	33.3 MB
189 - splitapplycombine explained English.vtt	10.9 KB
189 - splitapplycombine explained.mp4	33.1 MB
190 - splitapplycombine applied English.vtt	12.9 KB
190 - splitapplycombine applied.mp4	48.9 MB
191 - Data with DateTime Information Part 1 English.vtt	8.8 KB
191 - Data with DateTime Information Part 1.mp4	20.8 MB
192 - Data with DateTime Information Part 2 English.vtt	10.1 KB
192 - Data with DateTime Information Part 2.mp4	39.5 MB
193 - Data with DateTime Information Part 3 English.vtt	6.1 KB
193 - Data with DateTime Information Part 3.mp4	16.3 MB
194 - Data with DateTime Information Part 4 English.vtt	7.4 KB
194 - Data with DateTime Information Part 4.mp4	39.1 MB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/16 - What´s next outlook and additional resources/
195 - Bonus Lecture.html	13.9 KB
/2 - Project 1 Explanatory Data Analysis & Data Presentation Movies Dataset/
10 - Data Import from csv file and first Inspection English.vtt	10.5 KB
10 - Data Import from csv file and first Inspection.mp4	66.1 MB
11 - The best and the worst movies Part 1 English.vtt	9.1 KB
11 - The best and the worst movies Part 1.mp4	32.4 MB
12 - The best and the worst movies Part 2 English.vtt	6.2 KB
12 - The best and the worst movies Part 2.mp4	23.0 MB
13 - Which Movie would you like to see next English.vtt	8.0 KB
13 - Which Movie would you like to see next.mp4	43.0 MB
14 - What are the most common Words in Movie Titles Taglines and Overviews English.vtt	6.3 KB
14 - What are the most common Words in Movie Titles Taglines and Overviews.mp4	60.5 MB
15 - Are Franchises more successful English.vtt	6.9 KB
15 - Are Franchises more successful.mp4	20.0 MB
16 - What are the most successful Franchises English.vtt	5.3 KB
16 - What are the most successful Franchises.mp4	28.7 MB
17 - The most successful Directors English.vtt	4.4 KB
17 - The most successful Directors.mp4	22.8 MB
18 - The most successful Actors Part 1 English.vtt	8.7 KB
18 - The most successful Actors Part 1.mp4	45.4 MB
19 - The most successful Actors Part 2 English.vtt	4.7 KB
19 - The most successful Actors Part 2.mp4	25.6 MB
20 - Now it´s your turn Homework.html	0.6 KB
7 - Project Overview English.vtt	1.3 KB
7 - Project Overview.mp4	15.5 MB
8 - Downloads Project 1 English.vtt	3.6 KB
8 - Downloads Project 1.mp4	10.3 MB
8 - Project-01-Materials.zip	15.9 MB
9 - Project Brief for SelfCoders English.vtt	5.3 KB
9 - Project Brief for SelfCoders.mp4	14.9 MB
/3 - Project 2 Data Import Working with APIs and JSON Movies Dataset/
21 - Project Overview English.vtt	2.0 KB
21 - Project Overview.mp4	6.3 MB
22 - API-JSON.pdf	431.0 KB
22 - What is JSON English.vtt	3.2 KB
22 - What is JSON.mp4	6.1 MB
23 - Downloads Project 2.html	0.1 KB
23 - Project-02-Materials.zip	11.4 KB
24 - Project Brief for SelfCoders English.vtt	3.7 KB
24 - Project Brief for SelfCoders.mp4	12.9 MB
25 - Importing Data from JSON files English.vtt	12.2 KB
25 - Importing Data from JSON files.mp4	59.3 MB
26 - JSON and OrientationFormats English.vtt	5.8 KB
26 - JSON and OrientationFormats.mp4	38.0 MB
27 - What is an API The Movie Database API English.vtt	8.1 KB
27 - What is an API The Movie Database API.mp4	45.0 MB
28 - Working with APIs and JSON Part 1 English.vtt	6.7 KB
28 - Working with APIs and JSON Part 1.mp4	33.6 MB
29 - How to work with your own APIKEY English.vtt	1.7 KB
29 - How to work with your own APIKEY.mp4	7.1 MB
30 - Working with APIs and JSON Part 2 English.vtt	3.9 KB
30 - Working with APIs and JSON Part 2.mp4	26.8 MB
31 - Importing and Storing the Movies Dataset Best Practice English.vtt	6.8 KB
31 - Importing and Storing the Movies Dataset Best Practice.mp4	37.3 MB
32 - Importing and Storing the Movies Dataset Real World Scenario English.vtt	3.0 KB
32 - Importing and Storing the Movies Dataset Real World Scenario.mp4	12.5 MB
/4 - Project 3 Data Cleaning Tidy up messy Datasets Movies Dataset/
33 - Project Overview English.vtt	1.4 KB
33 - Project Overview.mp4	3.0 MB
34 - Downloads Project 3.html	0.1 KB
34 - Project-03-Materials.zip	23.8 MB
35 - Project Brief for SelfCoders English.vtt	7.0 KB
35 - Project Brief for SelfCoders.mp4	27.5 MB
36 - First Steps English.vtt	3.1 KB
36 - First Steps.mp4	13.3 MB
37 - Dropping irrelevant Columns English.vtt	2.4 KB
37 - Dropping irrelevant Columns.mp4	9.5 MB
38 - How to handle stringified JSON columns Part 1 English.vtt	7.3 KB
38 - How to handle stringified JSON columns Part 1.mp4	32.5 MB
39 - How to handle stringified JSON columns Part 2 English.vtt	3.5 KB
39 - How to handle stringified JSON columns Part 2.mp4	15.5 MB
40 - How to flatten nested Columns English.vtt	8.1 KB
40 - How to flatten nested Columns.mp4	43.2 MB
41 - How to clean Numerical Columns Part 1 English.vtt	5.5 KB
41 - How to clean Numerical Columns Part 1.mp4	27.6 MB
42 - How to clean Numerical Columns Part 2 English.vtt	5.3 KB
42 - How to clean Numerical Columns Part 2.mp4	25.7 MB
43 - How to clean Columns with DateTime Information English.vtt	2.2 KB
43 - How to clean Columns with DateTime Information.mp4	12.2 MB
44 - How to clean String Text Columns English.vtt	3.2 KB
44 - How to clean String Text Columns.mp4	26.1 MB
45 - How to remove Duplicates English.vtt	4.1 KB
45 - How to remove Duplicates.mp4	17.9 MB
46 - Handling Missing Values & Removing ObervationsRows English.vtt	6.8 KB
46 - Handling Missing Values & Removing ObervationsRows.mp4	28.8 MB
47 - Final Steps English.vtt	4.0 KB
47 - Final Steps.mp4	20.7 MB
/5 - Project 4 Merging Cleaning & Transforming Data Movies Dataset/
48 - Project Overview English.vtt	0.9 KB
48 - Project Overview.mp4	2.1 MB
49 - Downloads Project 4.html	0.1 KB
49 - Project-04-Materials.zip	73.0 MB
50 - Project Brief for SelfCoders English.vtt	3.4 KB
50 - Project Brief for SelfCoders.mp4	11.3 MB
51 - Getting the Datasets English.vtt	2.4 KB
51 - Getting the Datasets.mp4	18.6 MB
52 - Preparing the Data for Merge English.vtt	2.4 KB
52 - Preparing the Data for Merge.mp4	7.0 MB
53 - Merging the Data Left Join English.vtt	3.6 KB
53 - Merging the Data Left Join.mp4	14.6 MB
54 - Cleaning and Transforming the new Cast Column English.vtt	4.5 KB
54 - Cleaning and Transforming the new Cast Column.mp4	35.4 MB
55 - Cleaning and Transforming the new Crew Column English.vtt	4.1 KB
55 - Cleaning and Transforming the new Crew Column.mp4	27.7 MB
56 - Final Steps English.vtt	1.1 KB
56 - Final Steps.mp4	3.6 MB
/6 - Project 5 Working with Pandas and SQL Databases Movies Dataset/
57 - Project Overview English.vtt	1.0 KB
57 - Project Overview.mp4	2.5 MB
58 - What is a Database SQL English.vtt	4.7 KB
58 - What is a Database SQL.mp4	11.1 MB
59 - Downloads Project 5.html	0.1 KB
59 - Project-05-Materials.zip	12.3 KB
60 - Project Brief for SelfCoders English.vtt	4.1 KB
60 - Project Brief for SelfCoders.mp4	23.2 MB
61 - How to create an SQLite Database English.vtt	4.0 KB
61 - How to create an SQLite Database.mp4	10.7 MB
62 - How to load Data from DataFrames into an SQLite Database English.vtt	7.4 KB
62 - How to load Data from DataFrames into an SQLite Database.mp4	50.6 MB
63 - How to load Data from SQLite Databases into DataFrames English.vtt	3.5 KB
63 - How to load Data from SQLite Databases into DataFrames.mp4	17.3 MB
64 - Some simple SQL Queries English.vtt	6.7 KB
64 - Some simple SQL Queries.mp4	30.2 MB
65 - Some more SQL Queries English.vtt	6.5 KB
65 - Some more SQL Queries.mp4	34.8 MB
66 - Join Queries English.vtt	5.2 KB
66 - Join Queries.mp4	23.9 MB
67 - Final Case Study English.vtt	5.9 KB
67 - Final Case Study.mp4	31.8 MB
/7 - Project 6 Importing & Concatenating many files Baby Names Dataset/
68 - Project Overview English.vtt	0.8 KB
68 - Project Overview.mp4	2.0 MB
69 - Downloads Project 6.html	0.1 KB
69 - Project-06-Materials.zip	67.4 MB
70 - Project Brief for SelfCoders Part 1 English.vtt	2.2 KB
70 - Project Brief for SelfCoders Part 1.mp4	11.6 MB
71 - Getting the Data from the Web English.vtt	3.3 KB
71 - Getting the Data from the Web.mp4	8.1 MB
72 - Importing one File & Understanding the Data Structure easy case English.vtt	4.8 KB
72 - Importing one File & Understanding the Data Structure easy case.mp4	18.6 MB
73 - Importing & merging many Files easy case English.vtt	11.1 KB
73 - Importing & merging many Files easy case.mp4	28.8 MB
74 - Final Steps English.vtt	1.9 KB
74 - Final Steps.mp4	4.7 MB
75 - Project Brief for SelfCoders Part 2 English.vtt	2.9 KB
75 - Project Brief for SelfCoders Part 2.mp4	14.4 MB
76 - Importing one File & Understanding the Data Structure complex case English.vtt	2.4 KB
76 - Importing one File & Understanding the Data Structure complex case.mp4	5.5 MB
77 - The glob module English.vtt	4.2 KB
77 - The glob module.mp4	9.9 MB
78 - Importing & merging many Files complex case English.vtt	2.9 KB
78 - Importing & merging many Files complex case.mp4	8.3 MB
79 - Excursus Saving Memory Categorical Features English.vtt	2.6 KB
79 - Excursus Saving Memory Categorical Features.mp4	6.6 MB
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
/8 - Project 7 Explanatory Data Analysis & Advanced Visualization Baby Names/
80 - Project Overview English.vtt	0.9 KB
80 - Project Overview.mp4	2.4 MB
81 - Downloads Project 7.html	0.1 KB
81 - Project-07-Materials.zip	9.1 MB
82 - Project Brief for SelfCoders English.vtt	8.0 KB
82 - Project Brief for SelfCoders.mp4	44.5 MB
83 - First Inspection The most popular Names in 2018 English.vtt	3.8 KB
83 - First Inspection The most popular Names in 2018.mp4	12.8 MB
84 - Evergreen Names 1880 2018 English.vtt	2.9 KB
84 - Evergreen Names 1880 2018.mp4	8.4 MB
85 - Advanced Data Aggregation English.vtt	6.3 KB
85 - Advanced Data Aggregation.mp4	16.9 MB
86 - What are the most popular Names of all Times English.vtt	2.6 KB
86 - What are the most popular Names of all Times.mp4	12.1 MB
87 - General Trends over Time 1880 2018 English.vtt	5.2 KB
87 - General Trends over Time 1880 2018.mp4	15.8 MB
88 - Creating the Features Popularity and Rank English.vtt	6.1 KB
88 - Creating the Features Popularity and Rank.mp4	18.3 MB
89 - Visualizing Name Trends over Time English.vtt	8.4 KB
89 - Visualizing Name Trends over Time.mp4	44.5 MB
90 - Why does a Name´s Popularity suddenly change Part 1 English.vtt	7.3 KB
90 - Why does a Name´s Popularity suddenly change Part 1.mp4	21.7 MB
91 - Why does a Name´s Popularity suddenly change Part 2 English.vtt	5.6 KB
91 - Why does a Name´s Popularity suddenly change Part 2.mp4	29.2 MB
92 - Persistant vs SpikeFade Names English.vtt	3.9 KB
92 - Persistant vs SpikeFade Names.mp4	29.4 MB
93 - Most Popular Unisex Names English.vtt	6.8 KB
93 - Most Popular Unisex Names.mp4	27.9 MB
/9 - Project 8 Data Preprocessing & Feature Engineering for Machine Learning/
100 - Advanced Explanatory Data Analyis with Seaborn English.vtt	10.7 KB
100 - Advanced Explanatory Data Analyis with Seaborn.mp4	43.1 MB
101 - Feature Engineering Part 1 English.vtt	3.5 KB
101 - Feature Engineering Part 1.mp4	16.3 MB
102 - Feature Engineering Part 2 English.vtt	4.9 KB
102 - Feature Engineering Part 2.mp4	11.5 MB
103 - Splitting the Data into Train and Test Set English.vtt	7.4 KB
103 - Splitting the Data into Train and Test Set.mp4	17.6 MB
104 - Training the ML Model Random Forest English.vtt	5.4 KB
104 - Training the ML Model Random Forest.mp4	24.4 MB
105 - Evaluating the Model on the Test Set English.vtt	3.1 KB
105 - Evaluating the Model on the Test Set.mp4	13.1 MB
106 - Feature Importance English.vtt	2.6 KB
106 - Feature Importance.mp4	6.2 MB
94 - Project Overview English.vtt	1.3 KB
94 - Project Overview.mp4	3.4 MB
95 - Downloads Project 8.html	0.1 KB
95 - Project-08-Materials.zip	1.6 MB
96 - Project Brief for SelfCoders English.vtt	6.2 KB
96 - Project Brief for SelfCoders.mp4	34.9 MB
97 - Data Import and first Inspection English.vtt	6.4 KB
97 - Data Import and first Inspection.mp4	30.8 MB
98 - Data Cleaning and Creating additional Features English.vtt	5.8 KB
98 - Data Cleaning and Creating additional Features.mp4	25.5 MB
99 - Which Factors influence House Prices English.vtt	14.1 KB
99 - Which Factors influence House Prices.mp4	75.9 MB
/
[CourseClub.Me].url	0.1 KB
[GigaCourse.Com].url	0.0 KB
Total files 399