Persevex
Most Popular Program

Machine Learning

This course focuses on the practical aspects of machine learning, including data analysis, model training, and deployment. You'll learn how to preprocess data, select appropriate algorithms, and evaluate model performance. Additionally, the course covers MLOps practices for deploying and maintaining machine learning models in production environments.

Duration

12-Week Program

Format

Expert-Led + LMS

Projects

6+ Live Projects

Certificate

Industry Verified

Programs

About The Program

Dive into data analysis, model deployment, and MLOps.

Introduction to Machine Learning

Supervised Learning Algorithms

Unsupervised Learning

Deep Learning Fundamentals

Advanced Machine Learning Topics

Curriculum

Course Curriculum

Comprehensive learning path designed by industry experts

Module 1: Introduction to Machine Learning

Module 2: Supervised Learning Algorithms

Module 3: Unsupervised Learning

Module 4: Deep Learning Fundamentals

Module 5: Advanced Machine Learning Topics

Projects

Hands-On Projects

Our Real-Time projects help you gain knowledge and enhance your skills.

Product Recommendation System

Build a recommendation engine that suggests products based on user behavior and preferences.

Tech Stack

PythonScikit-learnPandas

Tools

Jupyter NotebookMLflowVS Code

Skills

Collaborative FilteringFeature EngineeringModel Evaluation

Image Classification

Develop a model that can accurately classify images into different categories using CNNs.

Tech Stack

PythonTensorFlowKeras

Tools

Google ColabTensorBoardJupyter Notebook

Skills

Convolutional Neural NetworksTransfer LearningImage Preprocessing

Sentiment Analysis

Create a model that can analyze text data to determine sentiment and emotional tone.

Tech Stack

PythonNLTKScikit-learn

Tools

Jupyter NotebookHugging FaceGoogle Colab

Skills

Text ClassificationNatural Language ProcessingData Preprocessing

Customer Churn Prediction

Build a model to predict which customers are likely to cancel a subscription or service.

Tech Stack

PythonXGBoostPandas

Tools

Jupyter NotebookMatplotlibSeaborn

Skills

Binary ClassificationFeature Importance AnalysisHyperparameter Tuning

Stock Price Prediction

Develop a time series forecasting model to predict stock prices using historical data.

Tech Stack

PythonTensorFlowNumPy

Tools

Jupyter NotebookGoogle ColabPlotly

Skills

Time Series ForecastingLSTM NetworksData Normalization

Intelligent Chatbot

Create a conversational AI chatbot using natural language processing and machine learning.

Tech Stack

PythonRasaSpaCy

Tools

VS CodeDockerPostman

Skills

Natural Language UnderstandingDialog ManagementIntent Classification

Product Recommendation System

Build a recommendation engine that suggests products based on user behavior and preferences.

Tech Stack

PythonScikit-learnPandas

Tools

Jupyter NotebookMLflowVS Code

Skills

Collaborative FilteringFeature EngineeringModel Evaluation

Image Classification

Develop a model that can accurately classify images into different categories using CNNs.

Tech Stack

PythonTensorFlowKeras

Tools

Google ColabTensorBoardJupyter Notebook

Skills

Convolutional Neural NetworksTransfer LearningImage Preprocessing

Sentiment Analysis

Create a model that can analyze text data to determine sentiment and emotional tone.

Tech Stack

PythonNLTKScikit-learn

Tools

Jupyter NotebookHugging FaceGoogle Colab

Skills

Text ClassificationNatural Language ProcessingData Preprocessing

Customer Churn Prediction

Build a model to predict which customers are likely to cancel a subscription or service.

Tech Stack

PythonXGBoostPandas

Tools

Jupyter NotebookMatplotlibSeaborn

Skills

Binary ClassificationFeature Importance AnalysisHyperparameter Tuning

Stock Price Prediction

Develop a time series forecasting model to predict stock prices using historical data.

Tech Stack

PythonTensorFlowNumPy

Tools

Jupyter NotebookGoogle ColabPlotly

Skills

Time Series ForecastingLSTM NetworksData Normalization

Intelligent Chatbot

Create a conversational AI chatbot using natural language processing and machine learning.

Tech Stack

PythonRasaSpaCy

Tools

VS CodeDockerPostman

Skills

Natural Language UnderstandingDialog ManagementIntent Classification
Certificates

CERTIFICATIONS

On completion of a program each participant gets a course completion, internship and outstanding performance certificates.

Course Completion Certificate

Course Completion Certificate

Awarded upon successful completion of the course curriculum.

Internship Certificate

Internship Certificate

Awarded after gaining practical work experience by successful completion of the capstone projects.

Outstanding Performance Certificate

Outstanding Performance Certificate

Awarded to recognize exceptional performance and contributions during the program.

Partners

Training Partners

We collaborate with leading organizations to provide you with the best learning experience.

NSDC
Skill India
IIT Guwahati Alcheringa 2026
NSDC
Skill India
IIT Guwahati Alcheringa 2026
FAQ

Frequently Asked
Questions

Everything you need to know about our internship program. Can't find the answer you're looking for? Reach out to our team.

01

Why is machine learning important?

02

What are the career prospects in machine learning?

03

Do I need prior experience in programming or mathematics?

04

Will I receive a certificate after completing the internship?

05

What kind of projects will I work on during the internship?

Still have questions?

Can't find the answer you're looking for? Please chat to our friendly team.

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