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| Topic | Text Material | Image content | Video content | Quiz |
|---|---|---|---|---|
| Introduction to Data Science |  |
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3 video
|
 |
| Installation of Jupyter-notebook | |
|
1 video
|
|
| Introduction to Pandas | |
|
1 video
|
|
| Series - pandas | |
|
1 video
|
|
| Loading Datasets - pandas | |
|
1 video
|
|
| Understanding Data - pandas | |
|
1 video
|
|
| Accessing Data - pandas | |
|
1 video
|
|
| DataFrame Operations - pandas | |
|
1 video
|
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| DataFrame Creation - pandas | |
|
1 video
|
|
| Topic | Text Material | Image content | Video content | Quiz |
|---|---|---|---|---|
| Working with Columns part 1 - pandas | |
|
1 video
|
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| Working with Columns part 2 - pandas | |
|
1 video
|
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| Concatenation - pandas | |
|
1 video
|
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| Missing Data / Null Value - pandas | |
|
1 video
|
|
| Sort & Groupby - pandas | |
|
1 video
|
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| Row and columns swap - pandas | |
|
1 video
|
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| Date & Time – pandas | |
|
1 video
|
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| Export Data - pandas | |
|
1 video
|
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| One Hot Encoding & Other Functions - pandas | |
|
1 video
|
|
| Topic | Text Material | Image content | Video content | Quiz |
|---|---|---|---|---|
| Introduction to Numpy | |
|
1 video
|
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| Creating Arrays - numpy | |
|
1 video
|
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| Basic Array Operations - Numpy | |
|
1 video
|
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| Matrix functions 2-D Array - Numpy | |
|
1 video
|
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| 3-D Array - Numpy | |
|
1 video
|
|
| Introduction to Matplotlib | |
|
1 video
|
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| Plot - Matplotlib | |
|
1 video
|
|
| Topic | Text Material | Image content | Video content | Quiz |
|---|---|---|---|---|
| 25. Life Expectancy Prediction | |
|
- | |
| 26. Employee Attrition Rate Prediction | |
|
- | |
| 27. Boston House Price prediction | |
|
- | |
| 28. Image Compression using PCA | |
|
- | |
| 29 . Personality Prediction | |
|
- | |
| 30. Music Recommendation System | |
|
- | |
| 31. Time Series Forecasting | |
|
- | |
| 32. Customer Churn Prediction | |
|
- | |
Data Science
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24 x 7 Expert SupportWe have a lifetime 24x7 online support team to resolve all your technical queries, through a ticket based tracking system.
CertificationSuccessfully complete your final course project and Kaashiv will certify you as a Data Science New Expert.
ForumWe have a community forum for all our learners that further facilitates learning through peer interaction and knowledge
