Udemy - The Complete Data Analyst Bootcamp From Basics To Advanced (5.2025)
大小
6.4 GB
文件数
108
Info Hash:
96D4638223B74AA29DC773FDC53582957DFCDBE7
收录时间
2026-01-03 21:10:48
更新时间
2026-01-03 21:34:54
文件列表 (108)
1 - Getting Started/1 - Course Introduction.mp4
27.26 MB
1 - Getting Started/2 - How To Get Most Out Of This Course.mp4
8.1 MB
1 - Getting Started/3 - Better To Know These Things.mp4
16.74 MB
1 - Getting Started/4 - How To Install Python IPython And Jupyter Notebook.mp4
61.96 MB
1 - Getting Started/5 - How To Install Anaconda For macOS And Linux Users.mp4
70.71 MB
1 - Getting Started/6 - How To Work With The Jupyter Notebook Part1.mp4
78 MB
1 - Getting Started/7 - How To Work With The Jupyter Notebook Part2.mp4
66.5 MB
1 - Getting Started/7 - Softwares-Needed.zip
45.61 MB
10 - Time Series Analysis/84 - Theory On Time Series Analysis.mp4
45.12 MB
10 - Time Series Analysis/85 - Introduction To Time Series Data Types.mp4
59.84 MB
10 - Time Series Analysis/86 - How To Convert Between String And Datetime.mp4
95 MB
10 - Time Series Analysis/87 - Time Series Basics With Pandas Objects.mp4
85.15 MB
10 - Time Series Analysis/88 - Date Ranges Frequencies And Shifting.mp4
88.67 MB
10 - Time Series Analysis/89 - Date Ranges Frequencies And Shifting Part 2.mp4
73.95 MB
10 - Time Series Analysis/90 - Time Zone Handling.mp4
60.3 MB
10 - Time Series Analysis/91 - Periods And Period Arithmetics.mp4
66.15 MB
10 - Time Series Analysis/92 - PracticePart08.mp4
20.66 MB
10 - Time Series Analysis/93 - PracticePart08 Solution.mp4
106.52 MB
11 - How To Analyse With The Part of Real Life Projects/100 - Project3 Description.mp4
18.45 MB
11 - How To Analyse With The Part of Real Life Projects/101 - Project3 Solution Part 1.mp4
107.7 MB
11 - How To Analyse With The Part of Real Life Projects/102 - Project3 Solution Part 2.mp4
121.04 MB
11 - How To Analyse With The Part of Real Life Projects/103 - Project Assignment.html
1.42 KB
11 - How To Analyse With The Part of Real Life Projects/94 - A Brief Introduction To The Pandas Projects.mp4
48.99 MB
11 - How To Analyse With The Part of Real Life Projects/94 - Pandas-Project-Session.zip
5.54 MB
11 - How To Analyse With The Part of Real Life Projects/95 - Project1 Description.mp4
43.3 MB
11 - How To Analyse With The Part of Real Life Projects/96 - Project1 Solution Part 1.mp4
159.77 MB
11 - How To Analyse With The Part of Real Life Projects/97 - Project1 Solution Part 2.mp4
123.4 MB
11 - How To Analyse With The Part of Real Life Projects/98 - Project2 Description.mp4
16.61 MB
11 - How To Analyse With The Part of Real Life Projects/99 - Project2 Solution.mp4
177.23 MB
2 - Pandas Building Blocks/8 - How To Work With The Tabular Data.mp4
22.33 MB
2 - Pandas Building Blocks/9 - How To Read The Documentation In Pandas.mp4
93.85 MB
2 - Pandas Building Blocks/9 - Pandas-Tutorial.zip
3.6 MB
3 - PandasData Structures/10 - PDF-Files.zip
4.28 MB
3 - PandasData Structures/10 - Theory On Pandas Data Structures.mp4
31.35 MB
3 - PandasData Structures/11 - How To Construct The Pandas Series.mp4
61.56 MB
3 - PandasData Structures/12 - How To Construct The DataFrame Objects.mp4
71.41 MB
3 - PandasData Structures/13 - How To Construct The Pandas Index Objects.mp4
75.66 MB
3 - PandasData Structures/14 - Pandas-Practice-Session.zip
3.87 MB
3 - PandasData Structures/14 - Practice Part 01.mp4
27.89 MB
3 - PandasData Structures/15 - Practice Part 01 Solution.mp4
165.42 MB
4 - Data Indexing And Selection/16 - Theory On Data Indexing And Selection.mp4
37.59 MB
4 - Data Indexing And Selection/17 - Data Selection In Series Part 1.mp4
30.38 MB
4 - Data Indexing And Selection/18 - Data Selection In Series Part 2.mp4
12.43 MB
4 - Data Indexing And Selection/19 - Indexers Loc And Iloc In Series.mp4
75.05 MB
4 - Data Indexing And Selection/20 - Data Selection In DataFrame Part 1.mp4
36 MB
4 - Data Indexing And Selection/21 - Data Selection In DataFrame Part 2.mp4
24.32 MB
4 - Data Indexing And Selection/22 - Accessing Values Using Loc Iloc And Ix In DataFrame Objects.mp4
66.33 MB
4 - Data Indexing And Selection/23 - Practice Part 02.mp4
19.21 MB
4 - Data Indexing And Selection/24 - Practice Part 02 Solution.mp4
95.45 MB
5 - Essential Functionalities/25 - Theory On Essential Functionalities.mp4
60.68 MB
5 - Essential Functionalities/26 - How To Reindex Pandas Objects.mp4
77.37 MB
5 - Essential Functionalities/27 - How To Drop Entries From An Axis.mp4
50.62 MB
5 - Essential Functionalities/28 - Arithmetic And Data Alignment.mp4
44.35 MB
5 - Essential Functionalities/29 - Arithmetic Methods With Fill Values.mp4
91.21 MB
5 - Essential Functionalities/30 - Broadcasting In Pandas.mp4
39.07 MB
5 - Essential Functionalities/31 - Apply And Applymap In Pandas.mp4
51.89 MB
5 - Essential Functionalities/32 - How To Sort And Rank In Pandas.mp4
92.23 MB
5 - Essential Functionalities/33 - How To Work With The Duplicated Indices.mp4
25.3 MB
5 - Essential Functionalities/34 - Summarising And Computing Descriptive Statistics.mp4
41.33 MB
5 - Essential Functionalities/35 - Unique Values Value Counts And Membership.mp4
71.35 MB
5 - Essential Functionalities/36 - PracticePart03.mp4
16.73 MB
5 - Essential Functionalities/37 - PracticePart03 Solution.mp4
127.06 MB
6 - Data Handling/38 - Theory On Data Handling.mp4
29.95 MB
6 - Data Handling/39 - How To Read The Csv Files Part 1.mp4
144 MB
6 - Data Handling/40 - How To Read The Csv Files Part 2.mp4
109.11 MB
6 - Data Handling/41 - How To Read Text Files In Pieces.mp4
58.49 MB
6 - Data Handling/42 - How To Export Data In Text Format.mp4
73.56 MB
6 - Data Handling/43 - How To Use Pythons Csv Module.mp4
62.72 MB
6 - Data Handling/44 - PracticePart04.mp4
20.23 MB
6 - Data Handling/45 - PracticePart04 Solution.mp4
128.76 MB
7 - Data Cleaning And Preparation/46 - Theory On Data Preprocessing.mp4
75.66 MB
7 - Data Cleaning And Preparation/47 - How To Handle Missing Values.mp4
55.71 MB
7 - Data Cleaning And Preparation/48 - How To Filter The Missing Values.mp4
54.44 MB
7 - Data Cleaning And Preparation/49 - How To Filter The Missing Values Part 2.mp4
58.54 MB
7 - Data Cleaning And Preparation/50 - How To Remove Duplicate Rows And Values.mp4
70.32 MB
7 - Data Cleaning And Preparation/51 - How To Replace The Non Null Values.mp4
53.33 MB
7 - Data Cleaning And Preparation/52 - How To Rename The Axis Labels.mp4
40.77 MB
7 - Data Cleaning And Preparation/53 - How To Descretize And Bin The Data Part 1.mp4
157.89 MB
7 - Data Cleaning And Preparation/54 - How To Filter And Detect The Outliers.mp4
24.44 MB
7 - Data Cleaning And Preparation/55 - How To Reorder And Select Randomly.mp4
36.66 MB
7 - Data Cleaning And Preparation/56 - Converting The Categorical Variables Into Dummy Variables.mp4
62 MB
7 - Data Cleaning And Preparation/57 - How To Use map Method.mp4
45.38 MB
7 - Data Cleaning And Preparation/58 - How To Manipulate With Strings.mp4
75.24 MB
7 - Data Cleaning And Preparation/59 - Using Regular Expressions.mp4
129.32 MB
7 - Data Cleaning And Preparation/60 - Working With The Vectorized String Functions.mp4
52.51 MB
7 - Data Cleaning And Preparation/61 - PracticePart05.mp4
19.42 MB
7 - Data Cleaning And Preparation/62 - PracticePart05 Solution.mp4
137.92 MB
8 - Data Wrangling/63 - Theory On Data Wrangling.mp4
54.18 MB
8 - Data Wrangling/64 - Hierarchical Indexing.mp4
45.64 MB
8 - Data Wrangling/65 - Hierarchical Indexing Reordering And Sorting.mp4
38.86 MB
8 - Data Wrangling/66 - Summary Statistics By Level.mp4
18.26 MB
8 - Data Wrangling/67 - Hierarchical Indexing With DataFrame Columns.mp4
29.03 MB
8 - Data Wrangling/68 - How To Merge The Pandas Objects.mp4
138.46 MB
8 - Data Wrangling/69 - Merging On Row Index.mp4
88.89 MB
8 - Data Wrangling/70 - How To Concatenate Along An Axis.mp4
126 MB
8 - Data Wrangling/71 - How To Combine With Overlap.mp4
37.48 MB
8 - Data Wrangling/72 - How To Reshape And Pivot Data In Pandas.mp4
56.77 MB
8 - Data Wrangling/73 - PracticePart06.mp4
8.41 MB
8 - Data Wrangling/74 - PracticePart06 Solution.mp4
54.65 MB
9 - Data Grouping And Aggregation/75 - Thoery On Data Groupby And Aggregation.mp4
25.38 MB
9 - Data Grouping And Aggregation/76 - Groupby Operation.mp4
102.31 MB
9 - Data Grouping And Aggregation/77 - How To Iterate Over Groupby Object.mp4
35.67 MB
9 - Data Grouping And Aggregation/78 - How To Select Columns In Groupby Method.mp4
17.16 MB
9 - Data Grouping And Aggregation/79 - Grouping Using Dictionaries And Series.mp4
18.62 MB
9 - Data Grouping And Aggregation/80 - Grouping Using Functions And Index Level.mp4
37.73 MB
9 - Data Grouping And Aggregation/81 - Data Aggregation.mp4
74.7 MB
9 - Data Grouping And Aggregation/82 - PracticePart07.mp4
23.57 MB
9 - Data Grouping And Aggregation/83 - PracticePart07 Solution.mp4
103.5 MB