01 Course Introduction, Success Tips and Key Learning Outcomes/001 Course Introduction and Welcome Message.mp473.86MB
01 Course Introduction, Success Tips and Key Learning Outcomes/002 Introduction, Key Tips for Success, Getting Help and Course Certification.mp4102.02MB
01 Course Introduction, Success Tips and Key Learning Outcomes/003 Why data is considered the new gold of the 21st Century_.mp469.46MB
01 Course Introduction, Success Tips and Key Learning Outcomes/004 Data Sources, Types and Course Outline.mp493.01MB
03 Pandas Series Fundamentals/002 Introduction to Pandas Series Notebook.mp450.95MB
03 Pandas Series Fundamentals/003 Define a Pandas Series with default index.mp496.16MB
03 Pandas Series Fundamentals/004 Define a Pandas Series with default index_ Mini Challenge Solution.mp429.83MB
03 Pandas Series Fundamentals/005 Define a Pandas Series with custom index.mp450.22MB
03 Pandas Series Fundamentals/006 Define a Pandas Series with custom index_ Mini Challenge Solution.mp427.41MB
03 Pandas Series Fundamentals/007 Define a Pandas Series from a Python dictionary.mp440.79MB
03 Pandas Series Fundamentals/008 Define a Pandas Series from a Python dictionary_ Mini Challenge Solution.mp425.94MB
03 Pandas Series Fundamentals/009 Pandas Series Attributes.mp478.29MB
03 Pandas Series Fundamentals/010 Pandas Series Attributes_ Mini Challenge Solution.mp420.39MB
03 Pandas Series Fundamentals/011 Pandas Methods.mp452.11MB
03 Pandas Series Fundamentals/012 Pandas Methods_ Mini Challenge Solution.mp427.49MB
03 Pandas Series Fundamentals/013 1-D CSV Import Using Pandas.mp477.9MB
03 Pandas Series Fundamentals/014 1-D CSV Import Using Pandas_ Mini Challenge Solution.mp435.93MB
03 Pandas Series Fundamentals/015 Pandas Series and Built-in Python functions.mp446.75MB
03 Pandas Series Fundamentals/016 Pandas Series and Built-in Python functions_ Mini Challenge Solution.mp424.78MB
03 Pandas Series Fundamentals/017 Pandas Series Sorting and Ordering.mp458.34MB
03 Pandas Series Fundamentals/018 Pandas Series Sorting and Ordering_ Mini Challenge Solution.mp422.58MB
03 Pandas Series Fundamentals/019 Perform Math Operations on Pandas Series.mp437.4MB
03 Pandas Series Fundamentals/020 Perform Math Operations on Pandas Series_ Mini Challenge Solution.mp418.48MB
03 Pandas Series Fundamentals/021 Check if a given element exists in Pandas Series.mp428.84MB
03 Pandas Series Fundamentals/022 Check if a given element exists in Pandas Series_ Mini Challenge Solution.mp423.66MB
03 Pandas Series Fundamentals/023 Pandas Series Indexing.mp428.26MB
03 Pandas Series Fundamentals/024 Pandas Series Indexing_ Mini Challenge Solution.mp411.78MB
03 Pandas Series Fundamentals/025 Pandas Series Slicing.mp454.57MB
03 Pandas Series Fundamentals/026 Pandas Series Slicing_ Mini Challenge Solution.mp419.22MB
03 Pandas Series Fundamentals/027 Pandas Series Recap and Concluding Remarks.mp465.48MB
04 Pandas DataFrame Fundamentals/002 Define a Pandas DataFrame.mp4102.16MB
04 Pandas DataFrame Fundamentals/003 Define a Pandas DataFrame_ Mini Challenge Solution.mp452.13MB
04 Pandas DataFrame Fundamentals/004 Read 2-D CSV and HTML Data Using Pandas.mp469.96MB
04 Pandas DataFrame Fundamentals/005 Read 2-D CSV and HTML Data Using Pandas_ Mini Challenge Solution.mp419.59MB
04 Pandas DataFrame Fundamentals/006 Write DataFrame into CSV.mp437.39MB
04 Pandas DataFrame Fundamentals/007 Write DataFrame into CSV_ Mini Challenge Solution.mp432.46MB
04 Pandas DataFrame Fundamentals/008 Setting and Resetting Pandas DataFrame Index.mp457.32MB
04 Pandas DataFrame Fundamentals/009 Setting and Resetting Pandas DataFrame Index_ Mini Challenge Solution.mp415.68MB
04 Pandas DataFrame Fundamentals/010 Select a Column from the DataFrame.mp489.78MB
04 Pandas DataFrame Fundamentals/011 Select a Column from the DataFrame_ Mini Challenge Solution.mp419MB
04 Pandas DataFrame Fundamentals/012 Add and Delete Column from DataFrame.mp470.17MB
04 Pandas DataFrame Fundamentals/013 Add and Delete Column from DataFrame_ Mini Challenge Solution.mp429.38MB
04 Pandas DataFrame Fundamentals/014 Label-based elements selection Using .loc().mp4116.91MB
04 Pandas DataFrame Fundamentals/015 Label-based elements selection Using .loc()_ Mini Challenge Solution.mp433.45MB
04 Pandas DataFrame Fundamentals/016 Integer-based elements selection .iloc().mp471.66MB
04 Pandas DataFrame Fundamentals/017 Integer-based elements selection .iloc()_ Mini Challenge Solution.mp416.91MB