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 & Key

highlights

  • 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.

  • Learn to handle datasets with data preprocessing.

  • Learn how to create dashboards, storytelling and deploying models

  • Learn about the designing fundamentals to make your application aesthetically pleasing.

  • 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

  • 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 will get hands

on

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
  • Parameter Optimization
  • Using Grid Search for parameter optimization
  • K-fold Cross Validation
  • SE, MSE, MAE, RMSE, R2 score, etc.
  • Confusion Matrix, Accuracy, Precession, Recall, F1 Score
  • Model Evaluation with various parameters

Advance plans

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

MACHINE LEARNING [SELF PACED] ₹5700

  • ✅ Self Paced Learning Course for Artificial Intelligence
  • ✅ The course starts-off with an introduction into Artificial intelligence and Machine Learning.
  • ✅ Learn how to program automated learning systems using Python.
  • ✅ Understand the various ML Algorithms and how they are used to set up a learning environment for systems.
  • ✅ Learn about the various applications of Artificial Intelligence.
  • ✅ 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

MACHINE LEARNING [MENTOR LED] ₹8500

  • ✅ Mentor Led Course for Artificial Intelligence
  • ✅ The course starts-off with an introduction into Artificial intelligence and Machine Learning.
  • ✅ Learn how to program automated learning systems using Python.
  • ✅ Understand the various ML Algorithms and how they are used to set up a learning environment for systems.
  • ✅ Learn about the various applications of Artificial Intelligence.
  • ✅ 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.

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.

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

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

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

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