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Python Data Science Course
Data Analytics & AIUnlock the Power of Data: Master Python Data Science to Elevate Your Analytical Skills and Career.
See Related CourseWhat you'll learn
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Understand the fundamentals of Python, exploring its capabilities, advantages, and diverse applications in programming and data analysis.
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Learn to navigate and utilise IPython and Jupyter Notebook effectively, mastering keyboard shortcuts, special commands, and advanced features like code timing and profiling.
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Dive into NumPy, gaining proficiency in array manipulations, universal functions, aggregations, broadcasting, fancy indexing, and structured arrays.
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Explore the capabilities of Pandas for data handling, including installing and utilising its core objects, data indexing, manipulation, and advanced data operations like merging, joining, and pivot tables.
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Master data visualisation using Matplotlib, learning how to create various plot types, customise plots, and explore advanced visualisation techniques including three-dimensional plotting.
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Extend visualisation skills with Seaborn to produce statistically-informed graphics, enhancing data interpretation and insights.
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Master the use of IPython Shell and Jupyter Notebook, including advanced features like magic commands, keyboard shortcuts, and effective ways to time code execution and handle errors.
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Learn to create visual representations of data with Matplotlib, focusing on plot customisation, creating multiple subplots, and enhancing plots with legends and annotations.
This course includes
tv24h On-demand Video
9 sections
25 Activities
9
16
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Introduction of Python
3h 10m 0s
Multiple Choice Questions
0m 0s
Let's Play Game
0m 0s
Working with Data
23m 9s
State True/False
0m 0s
Choose the Correct Images
0m 0s
NumPy
1h 10m 24s
Fill in the Blanks
0m 0s
Match the Images
0m 0s
Pandas
1h 19m 19s
Drag the words
0m 0s
Statistics
27m 2s
Select the Correct Option
0m 0s
Data Visualisation
46m 0s
Find the Words
0m 0s
Read & Learn: Key Aspects of Data Visualisation
0m 0s
Machine learning
1h 7m 20s
Crossword Challenge
0m 0s
Write in your own Words
0m 0s
Unsupervised Machine Learning
43m 15s
Give answer in One Word
0m 0s
Mastering Machine Learning: A Recap and Review
0m 0s
Dimensional Reduction
30m 17s
Solve the Quiz
0m 0s
Read & Learn: Some Key Concepts related to Dimensions
0m 0s
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