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Topic | Text Material | Image content | Video content | Quiz |
---|---|---|---|---|
Introduction to Data Science | 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 | |||
DataFrame Creation - pandas | 1 video | |||
Introduction to Scikit Learn | - |
Topic | Text Material | Image content | Video content | Quiz |
---|---|---|---|---|
Working with Columns part 1 - pandas | 1 video | |||
Working with Columns part 2 - pandas | 1 video | |||
Concatenation - pandas | 1 video | |||
Missing Data / Null Value - pandas | 1 video | |||
Sort & Groupby - pandas | 1 video | |||
Row and columns swap - pandas | 1 video | |||
Date & Time – pandas | 1 video | |||
Export Data - pandas | 1 video | |||
One Hot Encoding & Other Functions - pandas | 1 video |
Topic | Text Material | Image content | Video content | Quiz |
---|---|---|---|---|
Introduction to Numpy | 1 video | |||
Creating Arrays - numpy | 1 video | |||
Basic Array Operations - Numpy | 1 video | |||
Matrix functions 2-D Array - Numpy | 1 video | |||
3-D Array - Numpy | 1 video | |||
Introduction to Matplotlib | 1 video | |||
Plot - Matplotlib | 1 video |
Topic | Text Material | Image content | Video content | Quiz |
---|---|---|---|---|
Vertical Bar - Matplotlib | - | |||
Horizontal Bar - Matplotlib | - | |||
HistPlot - Matplotlib | - | |||
Scatterplot - Matplotlib | - | |||
Pie Chart - Matplotlib | - | |||
Subplots - Matplotlib | - | |||
Advance Plots - Matplotlib | - | |||
Introduction to Seaborn | - | |||
Themes and Color - Seaborn | - | |||
Datasets - Seaborn | - | |||
Lineplot - Seaborn | - | |||
Scatterplot - Seaborn | - | |||
Relplot - Seaborn | - | |||
Jointplot - Seaborn | - | |||
Barplot - Seaborn | - | |||
KDE plot - Seaborn | - | |||
Swarmplot & StripPlot- Seaborn | - | |||
Box & Boxen plot - Seaborn | - | |||
Pairplot - Seaborn | - | |||
Histplot - Seaborn | - | |||
Heatmap - Seaborn | - | |||
Datasets - sklearn | - | |||
Handling Categorical Data - sklearn | - | |||
Handling Outliers - sklearn | - |
Topic | Text Material | Image content | Video content | Quiz |
---|---|---|---|---|
Handling Numerical Data - sklearn | - | |||
Train Test Split - sklearn | - | |||
Linear Regression - sklearn | - | |||
Logistic Regression - sklearn | - | |||
Naive Bayes - sklearn | - | |||
KNN - sklearn | - | |||
Decision Tree - sklearn | - | |||
Random Forest - sklearn | - | |||
Ada Boost - sklearn | - | |||
Gradient Boosting - sklearn | - | |||
XGBoost - xgboost | - |
Data Science
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We have a lifetime 24x7 online support team to resolve all your technical queries, through a ticket based tracking system.
Successfully complete your final course project and Kaashiv will certify you as a Data Science New Expert.
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