Data Science Masterclass by Aman Pathak | Itvedant

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Executive Program in
Data Science and
Machine Learning

Executive Program in Data
Science and Machine
Learning

Industry-Vetted Curriculum

Learn from Top Instructors

2985 Learners Registered

Mobile Number* +91

Please provide valid mobile number

Email Address*

Please provide valid email ID

Graduation Year*

Please provide valid year

Current Job Role*

Please provide valid role

Registration Ends In :

Masterclass is expired

How will this Executive Program empower you?

Learn how to analyze and interpret data using Python

Understand the fundamental principles of machine learning and data analysis

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

Commitments Holding you Back?

Learn at your convenience without compromising on your commitments.

Got Doubts in your Mind?

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

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.

280+

Live Sessions Hours

30+

Case Studies & Projects

10+

Tools

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

execl

jupyter

keras

matplatlib

mysql

nltk

numpy

opencv

powerbi

python

tableu

tenserflow

Plan your Success with our Career Growth Counsellor

Request A Call Back

Meet your Trainers

Sr. Data Scientist

Ex - Siemens

PhD from

15 Years of Experience

Your Dedicated Learning Portal

Resources created
by Experts

Track Your
Daily Progress

Doubt Solving
Sessions

Every Lecture
is just a
Replay Away

Your Dedicated Learning Portal

Resources created By
Experts

Track Your
Daily Progress

Doubt Solving
Sessions

Every Lecture is just a
Replay Away

Projects

Boost Your Resume With These Certificates

What we have under Placement Assurance?

Resume Building Sessions

Experience Mock Interview

Dedicated Placement Team

Alumni & Peer Networking

Journeys that will Inspire You

Learners who transformed their career with I.T.Vedant

Adarsh Deshmukh

Adarsh Deshmukh

After I.T.Vedant’s Training

software engineer

software engineer

227.4% Hike

Sourav Anand

After I.T.Vedant’s Training

Program Manager

Program Manager

200% Hike

Vimal Pal

After I.T.Vedant’s Training

Cloud Solutions architect

Cloud Solutions architect

140% Hike

Rini Sharma

After I.T.Vedant’s Training

business Analyst

business Analyst

42.86% Hike

Priyanka Bhendarkar

Priyanka Bhendarkar

After I.T.Vedant’s Training

Senior Associate

Senior Associate

39.29% Hike

Anand Bhere

After I.T.Vedant’s Training

Application Engineer

Application Engineer

18.19% Hike

Frequently Asked Questions about Executive Program

Q1. Who is the Executive Program designed for?

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

Q2. Is a certificate provided after completing the program?

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

Q3. What is the duration of the program?

The program spans 11-15 months.

Q4. Where will the lectures take place?

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.

Q5. What if I miss a live session?

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

Q6. How can I access program content and materials?

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

Q7. Will there be any placement support?

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

Q8. Can I enrol in this program while working full-time?

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

Discover your Career Journey

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career journey

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Our Team will get in touch with you soon or call +919205004404 now to get answer for all your queries !