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How will this Executive Program empower you?

cross platform app

Learn how to analyze and interpret data using Python

cross platform app

Understand the fundamental principles of machine learning and data analysis

cross platform app

Acquire right skills to solve complex data problems and derive actionable insights

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Commitments Holding you Back?

Learn at your convenience without compromising on your commitments.

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Got Doubts in your Mind?

No doubt is a silly doubt - get 1:1 mentorship during the live lecture to answer all questions

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Got Questions Late at Night?

Your dedicated relationship manager is available round the clock to solve any non-academic queries you may have.

Course Curriculum

Industry-Oriented Curriculum

An exhaustive curriculum designed by our industry experts which will help you to get placed in your dream company.

Live Sessions
280+

Live Sessions Hours

Case Studies & projects
30+

Case Studies & Projects

Languages & tools
10+

Tools

Get Brochure Download Broucher

Data Science

  • Introduction To Excel
  • Formula and Function
  • Formula Referencing
  • Named Ranges
  • Table in Excel
  • AutoFill and Custom Lists
  • Conditional Formatting
  • Logical Functions
  • Reference Functions
  • Data Validation
  • Pivot Table
  • Data Visualization
  • What-if Analysis
  • Macros & VBA
  • Excel with AI

  • SQL Launchpad
  • Crafting SQL Databases (DDL) & Mastering Data Control (DML)
  • Querying into Data (DQL)
  • Unlock the Built in Functions
  • Connecting Data for Insights

  • Introduction to Power BI
  • Power BI Desktop & Power Query
  • Clean and Transform data
  • Modelling with Power BI
  • Data Analysis Expressions (DAX)
  • Data Visualization
  • Introduction to Power BI Dashboard, Q&A and Data Insights
  • Power Bi Service
  • Power BI Direct Connectivity

  • Introduction to Tableau
  • Tableau Shelf and Card
  • Data Types in Tableau
  • Connecting to and Preparing Data
  • Organizing and Simplify Data
  • Learn Tableau Built-In and Custom Chart
  • Table Calculations
  • Analytics
  • Tableau Dashboard
  • Performance improvement of Dashboard

  • Introduction to Python
  • Data Types & Variable
  • Conditional Statement
  • Loops in Python
  • More on Data types
  • Function and Modules
  • Object Oriented Programming
  • File Handling
  • Regular Expression & WebScraping

  • Visualising Data
  • Characterising Data (Descriptive Statistics)
  • Predicting from Data (Inferential Statistics)
  • Craft your Data

  • Introduction to NumPy
  • NumPy Arrays
  • NumPy Functions
  • Working with Multiple Dimensions
  • Introduction to Pandas
  • DataFrames Basics
  • Indexing and Selecting Data
  • Data Manipulation
  • Introduction to Matplotlib
  • Customizing Plots
  • Introduction to Seaborn Library

Machine Learning Ops

  • ML Fundamentals
  • EDA
  • Linear Regression
  • Logistic Regression
  • Decision Tree
  • Random Forests
  • Ensemble Techniques
  • Neighbours (K-NN)
  • Support Vector Machines (SVM)
  • Naive Bayes
  • PCA
  • K-means
  • Hirarchical Clustering

  • Training ML models
  • Converting models to APIs
  • RESTful API design basics
  • JSON data handling

  • Model serialization
  • API development for model serving
  • Input/output formatting
  • Basic API testing

  • Git fundamentals
  • Repository organization
  • Model versioning
  • Collaborative development

  • Docker basics
  • Creating Dockerfiles
  • Container management
  • API containerization

  • CI/CD pipelines
  • Automated testing
  • Cloud deployment basics
  • Pipeline management

  • Basic cloud platform usage
  • Container deployment
  • API scaling
  • Basic security (API keys)

  • Basic logging
  • Performance tracking
  • Error monitoring
  • Model performance metrics

  • Data pipeline basics
  • Automated retraining
  • Model updates
  • A/B testing

  • API security basics
  • Basic scaling strategies
  • Load handling
  • Traffic management

  • End-to-end deployment
  • Basic monitoring setup
  • Simple retraining pipeline
  • MLOps workflow overview

  • Introduction to AI
  • Introduction to DL
  • Artificial Neural Network Deep Dive
  • Computer Vision
  • Computer Vision with OpenCV
  • Convolution Neural Network
  • Natural Language Processing
  • Recurrent Neural Network
  • RASA Chatbot

Data Science & Machine Learning Languages & Tools

jupyter
keras
matplatlib
nltk
numpy
opencv
powerbi

Plan your Success with our Career Growth Counsellor

Request A Call Back call

Meet your Trainers

Sr. Data Scientist

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deep bhatt

Deep Bhatt

diamond Data Science, Machine Learning, Natural Language Processing.

Ex - Siemens

Siemens
Aman pathak

Aman Pathak

diamond Microsoft-Certified, Data Systems,Machine Learning models and AI tools

PhD from

15 Years of Experience

Dr. Dipanjan Biswas

diamond Solution Architecture, Leadership, Direction and Strategic Vision

Resources created
by Experts

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Track Your
Daily Progress

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doubt solving

Doubt Solving
Sessions

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Every Lecture
is just a
Replay Away

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Resources created By
Experts

daily progress

Track Your
Daily Progress

doubt solving

Doubt Solving
Sessions

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Every Lecture is just a
Replay Away

Projects

Boost Your Resume With These Certificates

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What we have under Placement Assurance?

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Resume Building Sessions

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Experience Mock Interview

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Dedicated Placement Team

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Alumni & Peer Networking

Journeys that will Inspire You

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Learners who transformed their career with Itvedant Training

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Adarsh Deshmukh

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Program Manager

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Vimal Pal

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Cloud Solutions architect

Cloud Solutions architect

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Frequently Asked Questions about Executive Program

This program is ideal for working professionals looking to upskill or transition in their careers.

Yes, you will receive an industry-recognized certificate upon successfully completing the course. You will also receive module completion certificates.

The program spans 11-15 months.

All the lectures will be conducted online on our learning portal. You’ll also have access to recorded lectures, and resources you can revisit anytime, from anywhere.

All live sessions are recorded, and you can access the videos at your convenience through our portal.

All course content, including pre-recorded lectures and assignments, will be available on our learner portal (Wingz), and accessible at all times.

Yes, the program includes industry expert talks, mock interviews, and personalized resume-building guidance.

Yes, the program is designed to accommodate working professionals, offering flexible online classes, recorded sessions, and live support.

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