What this Program offers
Get the freedom to choose what, where and when to start your learning journey
You will now be able to finish your targets on your own learning pace
Now its time to get equip yourself with the lessons, mentored, by The Tech Destiny Mentors
Your hard work and dedication will be awarded by certificates that will be recognized by The Tech Destiny
- Introduction to Python
- Objects and Data Structure(String, List Tuple, dictionary, sets, and Booleans)
- Statements in Python(If else, for loop and while loop)
- Functions in python
- Modules and packages
- Basic built-in python modules
- Introduction to Python
- Objects and Data Structure(String, List Tuple, dictionary, sets, and Booleans)
- Statements in Python(If else, for loop and while loop)
- Functions in python
- Modules and packages
- Basic built-in python modules
- Acquiring and importing the dataset
- Handling the missing values
- Handling Categorical Features
- Feature engineering and Feature selection(Importance)
- Scaling and Normalizing the data
- Data Decomposition and split
- Answering Questions through data
- Data Visualization (line, scatter plots, )
- Analyze various aspects of the data
- Statistical Analysis
- Correlation Analysis (positive and negative correlation, multicollinearity)
- Creating All Machine learning Models (Theory and Code Implementation)
- Regression: From Scratch and with modules
- Linear regression
- Polynomial Regression
- Multiple Linear Regression
- Classification
- KNN (K- Nearest Neighbor)
- SVM (Support Vector Machine)
- Logistic Regression
- Decision Tree
- Random Forest
- Naive Bayes
- Parameter Optimization using Grid Search
- Toggle Content Model Evaluation with various parameters
- SE, MSE, MAE, RMSE, R2 score, etc.
- Confusion Matrix, Accuracy, Precession, Recall, F1 Score
- K-fold Cross Validation
- What is Dashboarding?
- Creating dashboards and Reports
- Creating a web app for your model
- Deploying your model App into localhost
Choose Your Plan
Industry Expert
Session
₹ 11,999
Live Class
Problem Solving Assessments
Doubt Session
Certification
Letter of Recommendation
LMS access
Capstone Projects 2
Self Expert
Session
₹ 6,499
45+ Recorded Session
Problem Solving Assessments
Doubt Session
Certification
Letter of Recommendation
LMS access
Capstone Projects 2
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Contact
- +99 (0) 101 0000 888
- Info@yourdomain.com
Address
Patricia Amedee 4401 Waldeck Street Grapevine Nashville, Tx 76051
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