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Key highlights

Things you will learn

Data Science

Program curriculum

  • 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
  • Numpy (vector procession)
  • Pandas (Data Processing)
  • Matplotlib (Visualization)
  • Seaborn (Visualization)
  • SK-Learn
  • Acquiring and importing the dataset
  • Handling the missing values
  • Handing 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
  • 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

Tools you will get hands on

Upskilling plans

Pick your plan of action and train with us

Self paced

₹ 5,700

₹̶ ̶8̶,̶5̶0̶0̶
Save up to 30% each month
Mentor Led

₹ 8,500

₹̶ ̶1̶0̶,̶4̶9̶9̶
Save up to 30% each month
Professional

₹ 14,300

₹̶ ̶1̶8̶,̶0̶0̶0̶
Save up to 30% each month

Capstone projects

Undergo practical learning and work on real time projects 

Boston house prices prediction
Diabetes prediction
Breast cancer detection
Car CO2 emissions calculation
Testimonials

What our Students say about us

As a user, you can avail a the payment mode of your choice. The available modes are: UPI, debit/credit card, No cost EMI, Netbanking/Mobile banking.

When enrolling into SkillVertex’s training upskilling programs, you are associated with us for a duration of 2 months. Where as, with SkillVertex’s Advance Upskilling programs, you are associated with us for a duration of 5 months.

At SkillVertex, you are mentored by industry experts who have been/are working in the industry for a decent time and have a strong grasp in their domain of expertise. The process is tailored to provide concept clear training and practical hands-on learning during your upskilling journey.

With No cost EMI as a mode of payment, you can easily avail the same if you qualify a basic eligibility criteria.