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Get updates on Eligibility, Admission, Placements Fees Structure
Quick Facts
| Medium Of Instructions | Mode Of Learning | Mode Of Delivery |
|---|---|---|
| English | Self Study | Video and Text Based |
Courses and Certificate Fees
| Fees Informations | Certificate Availability | Certificate Providing Authority |
|---|---|---|
| INR 2188 | yes | Coursera |
The Syllabus
Videos
- Differences among list, NumPy, Pandas and TensorFlow
- Basic concepts of arrays: Data type, shape, and dimension
- Special arrays and array indexing
- Array operatins and broadcasting rule
- Slicing and flattening arrays
- Getting summary statistics
Practice Exercise
- Week 1 Quiz
Videos
- Introducing Pandas Libraries and Series
- DataFrames: creation and index change
- DataFrames slicing
- Sorting DataFrames data
- DataFrame exercise with Iris data
- Combining DataFrames based on unique IDI
- Descriptive statistics and one hot vector
Practice Exercise
- Week 2 Quiz
Videos
- String concept, indexing and slicing
- String concatenation and splitting
- Advanced string slicing
- Character into ASCII code and f-strings
- Reading and saving data files
Practice Exercise
- Week 3 Quiz
Videos
- Preparing canvas and adding subplots
- Line graphs and bar charts
- Drawing histograms
- Scatter plot, box plot and pie chart
- Drawing with DataFrame data
- Plotting with Seaborn
Practice Exercise
- Week 4 Quiz
Videos
- Concept of object oriented programming and creating a class
- Class inheritance and overriding methods
- Another example of class inheritance and closing remarks
Practice Exercise
- Week 5 Quiz
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Korea Advanced Institute of Science and Technology, Daejeon via  Coursera
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Korea Advanced Institute of Science and Technology, Daejeon via  Coursera
Korea Advanced Institute of Science and Technology, Daejeon via  Coursera
Korea Advanced Institute of Science and Technology, Daejeon via  Coursera
Korea Advanced Institute of Science and Technology, Daejeon via  Coursera
Korea Advanced Institute of Science and Technology, Daejeon via  Coursera
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