Pandas for Data Analysis in Python Certification Video Training Course
The complete solution to prepare for for your exam with Pandas for Data Analysis in Python certification video training course. The Pandas for Data Analysis in Python certification video training course contains a complete set of videos that will provide you with thorough knowledge to understand the key concepts. Top notch prep including Software Engineering Courses Pandas for Data Analysis in Python exam dumps, study guide & practice test questions and answers.
Pandas for Data Analysis in Python Certification Video Training Course Exam Curriculum
Introduction to the Course
IPython Notebooks and Raw Python Data Analysis
The Basics of NumPy
Pandas Basics
pandas Series
pandas DataFrame
BONUS: Advanced pandas Topics
Introduction to the Course
-
00:49
1. Installation Instructions
IPython Notebooks and Raw Python Data Analysis
-
10:06
1. Tools of the Trade, The IPython Notebook
-
07:07
2. Maps
-
05:45
3. Filters
-
06:40
4. List Comprehensions
-
09:44
5. Lambda Functions
The Basics of NumPy
-
06:09
1. NumPy Array Basics
-
10:20
2. Boolean Selection
-
12:59
3. Helpful Methods and Shortcuts
-
07:08
4. Vectorization
-
14:12
5. Multi-Dimensional Arrays
-
12:42
6. Querying Slicing, Combining, and Splitting Arrays
Pandas Basics
-
10:40
1. General pandas Concepts
pandas Series
-
07:25
1. Overview of the pandas Series
-
11:01
2. Look Ups, Selections, and Indexing
-
06:56
3. Advanced Indexing Options
-
12:06
4. Handling NaN Values, Reindexing, Filling Methods and Series Addition
-
06:05
5. Series Multiplication, More Reindexing, and Mapping
pandas DataFrame
-
10:04
1. DataFrame Basics
-
10:45
2. Reading Files, Plotting, and Basic Methods
-
11:53
3. More Plotting, Joins, Basic DateTime Indexing, and Writing to Files
-
07:14
4. Adding & Reseting Columns, Mapping with Functions
-
10:17
5. More Mapping, Filling NaN values, Plotting, Correlations, and Histograms
-
05:52
6. More Plotting, Rolling Calculations, Basic DateTime Indexing
-
09:20
7. Analysis Concepts, Filling NaN Values, Cumulative Sums and Value Counts
-
08:18
8. Data Maintenance, Adding/ Removing Columns and Rows
-
09:08
9. Basic Grouping, Concepts of Aggregate Functions
BONUS: Advanced pandas Topics
-
11:42
1. pandas.IO.Data, Panels and Hierarchical Indexing
-
12:43
2. Advanced Reading Csvs/HTML, Binning, Categorical Data
-
07:56
3. Advanced Groupings and Aggregate Functions
-
12:49
4. More Grouping Functions including Apply and Transform
About Pandas for Data Analysis in Python Certification Video Training Course
Pandas for Data Analysis in Python certification video training course by prepaway along with practice test questions and answers, study guide and exam dumps provides the ultimate training package to help you pass.
Prepaway's Pandas for Data Analysis in Python video training course for passing certification exams is the only solution which you need.
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