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MACHINE LEARNING

Learn machine learning in python evolving through combined concepts of artificial intelligence, big data, NLP and deep learning. Make your machine learn to perform human tasks by deriving predictions, forecasts, decisions and inferences based on fed data sets.

Things you will learn

  • Learn the basics of high-level programming languages using a simple introduction into Python programming.
  • Understanding the various modules like Numpy, Pandas, etc used to build ML systems.
  • Get an introduction into the world of ML and learn about various tools.
  • Learn to handle datasets with data preprocessing.
  • Learn how to create dashboards, storytelling and deploying models
  • Intern with us on live projects
  • Create a strong skill for your personal purpose/career
  • Get in depth knowledge about data analytics and evaluation.
  • Know which algorithm/ model to implement at different problem statements
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Key highlights

  • 21 hours of video lectures
  • Lifetime LMS access for study contents
  • Study on mobile or laptop
  • Live or recorded sessions
  • Dedicated mentorship assistance
  • Industrial projects (1 minor+1 major)
  • Certificate of completion
  • Internship opportunities

Tools you can work hands on

Machine Learning

Program curriculum

Module 1 - Python Programming

  • 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

Module 2 - Modules used for Machine Learning

  • Numpy (vector procession)
  • Pandas (Data Processing)
  • Matplotlib (Visualization)
  • Seaborn (Visualization)
  • SK-Learn

Module 3 - Introduction to Machine Learning and its tools

  • What is Machine learning
  • Introduction to types of ML algorithm
  • Supervised vs unsupervised learning
  • Classification vs regression

Module 4 - Data Preprocessing

  • 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

Module 5 - EDA (Exploratory Data Analysis)

  • Answering Questions through data
  • Data Visualization (line, scatter plots, )
  • Analyze various aspects of the data
  • Statistical Analysis
  • Correlation Analysis (positive and negative correlation, multicollinearity)

Module 6 - Regression (From Scratch and with modules)

  • Linear regression
  • Polynomial Regression
  • Multiple Linear Regression

Module 7 - Classification

  • KNN (K- Nearest Neighbor)
  • SVM (Support Vector Machine)
  • Logistic Regression
  • Decision Tree
  • Random Forest
  • Naive Bayes

Module 8 - Parameter Optimization

  • Parameter Optimization
  • Using Grid Search for parameter optimization

Module 9 - Evaluation

  • K-fold Cross Validation
  • SE, MSE, MAE, RMSE, R2 score, etc.
  • Confusion Matrix, Accuracy, Precession, Recall, F1 Score
  • Model Evaluation with various parameters
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Advance plans

Choose your plan of action. Grow and ace with us.

Machine Learning [Self Paced]

₹5700

 

  • ✅ Self Paced Learning Course for Machine Learning
  • ✅ Learn the basics of high-level programming languages using a simple introduction into Python programming.
  • ✅ Understanding the various modules like Numpy, Pandas, etc used to build ML systems.
  • ✅ Get an introduction into the world of ML and learn about various tools.
  • ✅ Learn to handle datasets with data preprocessing.
  • ✅ Get in depth knowledge about data analytics and evaluation.
  • ✅ Intern with us on live projects.
  • ✅ Hands-on projects to apply what you have learned and develop your skills in a real-world setting.
  • ✅ Get certified with us and stand out in the job market
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Machine Learning [Mentor Led]

₹8500

 

  • ✅ Mentor Led Course for Machine Learning
  • ✅ Learn the basics of high-level programming languages using a simple introduction into Python programming.
  • ✅ Understanding the various modules like Numpy, Pandas, etc used to build ML systems.
  • ✅ Get an introduction into the world of ML and learn about various tools.
  • ✅ Learn to handle datasets with data preprocessing.
  • ✅ Get in depth knowledge about data analytics and evaluation.
  • ✅ Intern with us on live projects.
  • ✅ Hands-on projects to apply what you have learned and develop your skills in a real-world setting.
  • ✅ Regular Doubt Clearing Session to ensure you have the opportunity to ask questions
  • ✅ Our Experienced mentors will provide personalized feedback and support to help you succeed.
  • ✅ Become a part of an invaluable network and connect with them.
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Contact Details

 

 
 
 
 

Total Amount

₹

 

Capstone projects

Undergo practical learning and work on real time projects

BOSTON HOUSE PRICES PREDICTION.
DETECTING BREAST CANCER IN PATIENTS.
CALCULATION THE CO2 EMISSION FROM A VEHICLE.
PREDICTING IF A PATIENT HAS DIABETES

Certification

For your dedication and commendable efforts to learning, for completion of the training as well as the projects accurately and within the timelines given, you earn industry-recognized certifications.

Who provides the certification?

On successful completion of your program, you are eligible to receive a certificate of completion from SkillVertex

How can I avail my certificate?

After completion of your program of entire training module and assessments, you are eligible to obtain your certificate from SkillVertex.

How long is the certification valid for?

By taking an upskilling program with SkillVertex and completing your program, you get your certification which has validity of a lifetime.

Testimonials

What our Students say about us

What are the available modes of payment?

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.

Who will I be mentored by?

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.

Is there any option of easy monthly installments to avail my program?

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

What is the duration of the programs?

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.

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