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Key highlights

Things you will learn

Machine Learning

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
  • What is Machine learning
  • Introduction to types of ML algorithm
  • Supervised vs unsupervised learning
  • Classification vs regression
  • 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)
  • Linear regression
  • Polynomial Regression
  • Multiple Linear Regression
  • KNN (K- Nearest Neighbor)
  • SVM (Support Vector Machine)
  • Logistic Regression
  • Decision Tree
  • Random Forest
  • Naive Bayes
  • Model Evaluation with various parameters
  • SE, MSE, MAE, RMSE, R2 score, etc.
  • Confusion Matrix, Accuracy, Precession, Recall, F1 Score
  • K-fold Cross Validation

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.
Calculation the CO₂ emission from a vehicle.
Detecting Breast Cancer in patients.
Predicting if a patient has Diabetes
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.