محتوى الكورس 001 Introduction 003 Introduction to numpy 002 Why this Course 004 using scalars 005 Index Array 1 006 Index Array 2 007 Array Transposition 008 numpy functions 009 Array Procissing 1 010 Array Processing 2 011 input and output in numpy 012 intro pandas mp40 013 Pandas methods 014 read html in pandas 015 DataFrame Creation 016 index object 017 reindex 018 Drop Entry 019 Selecting Entries 020 Data Alignment 021 Rank and Sort 022 Some Statistic 023 Missing Values 024 Index Hierarchy 025 ReadingandWriting text file 026 Json File 027 HTML data 028 Excel File 028 Excel File 029 Merge 030 Merge in index 031 Concatenate 032 Comining 033 Reshaping 034 Duplicates 035 Mapping 036 Replacing 037 Renaming 038 Outliers 039 GroupBy DF 040 GroupBy Dic and Series 041 Aggregation 042 CrossTableaution 043 Histogram 044 Comining plots style 045 Boxplot and Violinplot 046 Regression 046 Regression 047 Heatmap 048 Clustermap 049 Titanic Analysis part 1 050 Titanic Analysis part 2 051 Titanic Analysis part 3 052 Titanic Analysis part 4 053 Stock market Analysis P1 054 Stock market Analysis P2 055 Stock market Analysis P3 056 Stock market Analysis P4 057 Stock market Analysis P5 058 Election Analysis P1 059 Election Analysis P2 060 Donar Analysis P1 061 Donar Analysis P2 062 Donar Analysis P3 063 Intrroduction to SQL 064 SQL Query 1 065 SQL Functions 066 Discrete Distribution