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Course content
Sections:
12
•
Activities:
0
•
Resources:
102
- 001 Course Introduction HoC5 gitir
- 002 How To Get Most Out Of This Course haBB gitir
- 003 Better To Know These Things ndKf gitir
- 004 How To Install Python IPython And Jupyter Notebook YH8n gitir
- 005 How To Install Anaconda For macOS And Linux Users 0N4N gitir
- 006 How To Work With The Jupyter Notebook Part 1 vRv2 gitir
- 007 How To Work With The Jupyter Notebook Part 2 hLiv gitir
- 008 How To Work With The Tabular Data 0BRr gitir
- 009 How To Read The Documentation In Pandas Bra4 gitir
- 010 Theory On Pandas Data Structures hW1U gitir
- 011 How To Construct The Pandas Series C2ov gitir
- 012 How To Construct The DataFrame Objects M23V gitir
- 013 How To Construct The Pandas Index Objects 1bVx gitir
- 014 Practice Part 01 vXfC gitir
- 015 Practice Part 01 Solution FWZQ gitir
- 016 Theory On Data Indexing And Selection KGEX gitir
- 017 Data Selection In Series Part 1 RDzy gitir
- 018 Data Selection In Series Part 2 JfZ8 gitir
- 019 Indexers Loc And Iloc In Series mpvk gitir
- 020 Data Selection In DataFrame Part 1 HG4R gitir
- 021 Data Selection In DataFrame Part 2 Uiid gitir
- 022 Accessing Values Using Loc Iloc And Ix In DataFrame Objects 4KMD gitir
- 023 Practice Part 02 BKrB gitir
- 024 Practice Part 02 Solution XSm1 gitir
- 025 Theory On Essential Functionalities 0yPX gitir
- 026 How To Reindex Pandas Objects D4qJ gitir
- 027 How To Drop Entries From An Axis 0wz8 gitir
- 028 Arithmetic And Data Alignment 3cYs gitir
- 029 Arithmetic Methods With Fill Values W3jI gitir
- 030 Broadcasting In Pandas Adfq gitir
- 031 Apply And Applymap In Pandas be3W gitir
- 032 How To Sort And Rank In Pandas UMSr gitir
- 033 How To Work With The Duplicated Indices egoc gitir
- 034 Summarising And Computing Descriptive Statistics uFyk gitir
- 035 Unique Values Value Counts And Membership 4usI gitir
- 036 Practice Part 03 yiWp gitir
- 037 Practice Part 03 Solution u2Mo gitir
- 038 Theory On Data Handling 1FZZ gitir
- 039 How To Read The Csv Files Part 1 xHNj gitir
- 040 How To Read The Csv Files Part 2 JFbY gitir
- 041 How To Read Text Files In Pieces z5OV gitir
- 042 How To Export Data In Text Format HEzL gitir
- 043 How To Use Python s Csv Module yrye gitir
- 044 Practice Part 04 b35F gitir
- 045 Practice Part 04 Solution o566 gitir
- 046 Theory On Data Preprocessing FKzM gitir
- 047 How To Handle Missing Values 0nTI gitir
- 048 How To Filter The Missing Values ghT9 gitir
- 049 How To Filter The Missing Values Part 2 6X4V gitir
- 050 How To Remove Duplicate Rows And Values QHpd gitir
- 051 How To Replace The Non Null Values BC6d gitir
- 052 How To Rename The Axis Labels IO2B gitir
- 053 How To Descretize And Bin The Data Part 1 lyyr gitir
- 054 How To Filter And Detect The Outliers Ke6B gitir
- 055 How To Reorder And Select Randomly 3Zi3 gitir
- 056 Converting The Categorical Variables Into Dummy Variables rna2 gitir
- 057 How To Use map Method EH8s gitir
- 058 How To Manipulate With Strings TTZt gitir
- 059 Using Regular Expressions ZklR gitir
- 060 Working With The Vectorized String Functions eATR gitir
- 061 Practice Part 05 O5Aq gitir
- 062 Practice Part 05 Solution Sq8D gitir
- 063 Theory On Data Wrangling LTgV gitir
- 064 Hierarchical Indexing nIQR gitir
- 065 Hierarchical Indexing Reordering And Sorting Ci3b gitir
- 066 Summary Statistics By Level eaU1 gitir
- 067 Hierarchical Indexing With DataFrame Columns xT71 gitir
- 068 How To Merge The Pandas Objects yAZb gitir
- 069 Merging On Row Index E07S gitir
- 070 How To Concatenate Along An Axis t5ej gitir
- 071 How To Combine With Overlap 88na gitir
- 072 How To Reshape And Pivot Data In Pandas zFiO gitir
- 073 Practice Part 06 IE81 gitir
- 074 Practice Part 06 Solution ESBy gitir
- 075 Thoery On Data Groupby And Aggregation uqWq gitir
- 076 Groupby Operation DJTG gitir
- 077 How To Iterate Over Groupby Object KxY2 gitir
- 078 How To Select Columns In Groupby Method OKJC gitir
- 079 Grouping Using Dictionaries And Series j7YD gitir
- 080 Grouping Using Functions And Index Level IhZ6 gitir
- 081 Data Aggregation mJdB gitir
- 082 Practice Part 07 HePD gitir
- 083 Practice Part 07 Solution Z7aH gitir
- 084 Theory On Time Series Analysis ZSMG gitir
- 085 Introduction To Time Series Data Types CU2A gitir
- 086 How To Convert Between String And Datetime 67JV gitir
- 087 Time Series Basics With Pandas Objects Zz85 gitir
- 088 Date Ranges Frequencies And Shifting X1tm gitir
- 089 Date Ranges Frequencies And Shifting Part 2 EqYV gitir
- 090 Time Zone Handling Hksv gitir
- 091 Periods And Period Arithmetics Ywr7 gitir
- 092 Practice Part 08 dnHV gitir
- 093 Practice Part 08 Solution 5tMA gitir
- 094 A Brief Introduction To The Pandas Projects HOdg gitir
- 095 Project 1 Description NpGS gitir
- 096 Project 1 Solution Part 1 U5KA gitir
- 097 Project 1 Solution Part 2 TuMN gitir
- 098 Project 2 Description 3QPR gitir
- 099 Project 2 Solution kQyq gitir
- 100 Project 3 Description Qbkq gitir
- 101 Project 3 Solution Part 1 BSWc gitir
- 102 Project 3 Solution Part 2 q2dR gitir