Data Analysis & Visualisation for Beginners (Pandas , Numpy , Matplotlib , Seaborn)
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27 learners
What you'll learn
This course includes
- 4 hours of video
- Certificate of completion
- Access on mobile and TV
Course content
1 modules • 31 lessons • 4 hours of video
Data Analysis & Visualisation for Beginners (Pandas , Numpy , Matplotlib , Seaborn)
31 lessons
• 4 hours
Data Analysis & Visualisation for Beginners (Pandas , Numpy , Matplotlib , Seaborn)
31 lessons
• 4 hours
- Part 1 : Numpy Introduction and Basic Operations | Numpy Tutorial04:41
- Part 2 : Numpy Functions Tutorial np.ones, np.zeros, np.empty | Numpy Tutorial03:36
- Part 3 : Numpy Functions - np.arange(), np.flatten(), np.ravel() | Numpy Complete Tutorial05:18
- Part : 4 Numpy Array Slicing Operations | Numpy Complete Tutorial05:24
- Part 5 : Numpy Mathematical Operations | Numpy Complete Tutorial05:38
- Part 6 : Numpy Trigonometric Operations | Numpy Complete Tutorial04:50
- Part 7 : Numpy Random Operations | Numpy Complete Tutorial04:07
- Part 8 : Numpy String Operations | np.char | Numpy Complete Tutorial03:53
- Part 1 - Pandas Series with Lists/Dictionaries | Pandas Complete Tutorial Playlist08:16
- Part 2 - Pandas DataFrame and Reading CSV Files | Pandas Complete Tutorial06:45
- Part 3 - Pandas DataFrame Functions | df.head() | df.tail() | Pandas Complete Tutorial08:58
- Part 4 - Handling the Null Values | Pandas Complete Tutorial | Missing Values07:08
- Part 5 - Filling the Null Values | df.fillna() | Pandas Complete Tutorial08:26
- Part 6 - replace() Function in Pandas | Pandas Complete Tutorial08:55
- Part 7 - loc() and iloc() function in Pandas | Pandas Complete Tutorial10:29
- Part 8 - groupby() and merge() function in Pandas | Pandas Complete Tutorial11:05
- Part 9 - append() function in Pandas | Pandas Complete Tutorial | Data Analysis Library04:51
- Part 10 - Pivot Table in Pandas | Complete Tutorial of Pandas | Data Analysis Library05:04
- Line Plot in Seaborn | Part 1 | Seaborn Complete Tutorial15:14
- Dist Plot | Part 2 | Complete Seaborn Tutorial | Beginner to Advanced12:42
- Scatter Plot | Part 3 | Complete Seaborn Tutorial | Beginner to Advanced07:27
- Bar Plot | Part 4 | Complete Seaborn Tutorial | Beginner to Advanced08:08
- Heatmaps in Seaborn | Part 5 | Complete Seaborn Series12:28
- Matplotlib Complete Tutorial Playlist | Part 0 | Introduction03:33
- Scatter Plot in Matplotlib | Complete Tutorial Playlist | Data Visualisation15:20
- Line Plot in Matplotlib | Complete Tutorial | Data Visualisation and Analysis08:44
- Bar Plot in Matplotlib | Complete Data Visualisation Playlist | Fully Explained14:49
- Hist Plot in Matplotlib | Complete Tutorial of Data Visualisation using Matplotlib12:05
- Pie Plot in Matplotlib | Complete Tutorial of Data Visualisation | Full Explanation11:04
- Subplot Tutorial and Saving Graphs in Matplotlib | Complete Tutorial07:14
- Showing Images in Matplotlib | Imshow Function | Complete Matplotlib Series06:35
