BSE Syllabus for Pandas...
Unit 1: Data Handling using Pandas and Data Visualization
Data Handling using Pandas -I
Introduction to Python libraries- Pandas, Matplotlib.
Data structures in Pandas - Series and Data Frames.
Series: Creation of Series from – ndarray, dictionary, scalar value; mathematical operations; Head and Tail
functions; Selection, Indexing and Slicing.
Data Frames: creation - from dictionary of Series, list of dictionaries, Text/CSV files; display; iteration;
Operations on rows and columns: add, select, delete, rename; Head and Tail functions; Indexing using Labels,
Boolean Indexing; Joining, Merging and Concatenation.
Importing/Exporting Data between CSV files and Data Frames.
Data handling using Pandas – II
Descriptive Statistics: max, min, count, sum, mean, median, mode, quartile, Standard deviation, variance.
DataFrame operations: Aggregation, group by, Sorting, Deleting and Renaming Index, Pivoting.
Handling missing values – dropping and filling.
Importing/Exporting Data between MySQL database and Pandas.
Data Visualization
Purpose of plotting; drawing and saving following types of plots using Matplotlib – line plot, bar graph,
histogram, pie chart, frequency polygon, box plot and scatter plot.
Customizing plots: color, style (dashed, dotted), width; adding label, title, and legend in plots.
Mail me [email protected]
Follow me on fb @pythonspark
SQL Part 1 Link- • SQL Part 1 in Hindi |DBMS |Domain| Tuple |...
SQL Part 2 Link- • SQL Part 2|Keys|Primary|Alternate|Candidat...
SQL Part 3 Link- • SQL Part 3| DBMS| How to create table in S...
SQL Part 4 Link- • SQL PART-4 SUM| AVG| MAX| MIN| COUNT| DIST...
SQL Part 5 Link • SQL Part 5| IN | Not IN | Between | Not Be...
SQL Part 6 Link • SQL Part 6| DBMS| UPPER| LOWER| MID| SUBST...
SQL Part 7 Link • SQL Part 7 | POWER| ROUND| MOD| NOW| DATE|...
SQL Part 8 Link • SQL Part 8| Union| Intersection| Minus| Ca...
Changes in C.S Syllabus 2020-21- • Changes in Class 12th Computer Science(C.S...
Changes in I.P. Syllabus 2020-21- • Change in class 12th i.p syllabus 2020-21 ...
Информация по комментариям в разработке