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MICRO DEGREE

LIVE Classes

DATA SCIENCE WITH GENAI CAREER TRACK

Become a professional Data Scientist with Generative AI
in just 24 weeks!

Application closes on 22 Dec 2024

Seats Remaining: 30

Become a professional Data Scientist with Generative AI
in just 24 weeks!

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Application closes on: 22 Dec 2024
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Live Classes

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Instructor-led Live Sessions Instructor-led Live Sessions

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Projects & Case Studies

Projects & Case Studies

Projects & Case Studies

Gain hands-on experience with projects and real-world case studies for impactful learning

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Verified Certificate

Verified Certificate

Verified Certificate

Earn a industry recognized certificate and kick start your career

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Session Recordings

Session Recordings

Session Recordings

Revisit older chapters anytime with recorded sessions

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Study Materials

Study Materials

Study Materials

Access comprehensive study materials designed to enhance your learning experience

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limited time offer90% OFF₹159500
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Grab your slot before the offer expires

Discount applicable for next 10 candidates only.

₹159500
limited time offer90% OFF
₹9950

Reserve your spot today!

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Basic Info

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Application closes on: 22 Dec 2024
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Career Track Journey

Business Analytics
  • Excel
  • PowerBI
  • SQL
  • Tableau
Data Analytics using Python
  • Python
  • NumPy
  • Pandas
  • Seaborn
Machine Learning
  • scikit
  • time-series
  • MLOps
Deep Learning
  • Neural Networks
  • Keras
  • Tensorflow
  • OpenCV
Generative AI
  • OpenAI
  • HuggingFace
  • LLM
  • Langchain

Curriculum

A Curriculum designed for your success

Live Sessions Schedule
dateSat - Sun (Weekends Only) timeTiming: 7:00 PM - 9:00 PM

Microsoft ExcelDownArrow
Module 1
Topics Covered
  • Manage Workbook Options and Settings
  • Prepare Workbooks for Collaboration
  • Manage and Format Data
  • Create Advanced Formulas and Macros
  • Manage Advanced Charts and Tables
Introduction to Power BIDownArrow
Module 2
Topics Covered
Data ExtractionDownArrow
Module 3
Topics Covered
Data Transformation - Shaping and Combining DataDownArrow
Module 4
Topics Covered
Data Modelling and DAXDownArrow
Module 5
Topics Covered
Data Visualization with AnalyticsDownArrow
Module 6
Topics Covered
Introduction to MYSQLDownArrow
Module 7
Topics Covered
Introduction to TableauDownArrow
Module 8
Topics Covered
  • Introduction to Tableau & Architecture
  • Visual Analytics
  • Calculations
  • Mapping
  • Dashboard and Stories
Python Basics & Environment SetupDownArrow
Module 9
Topics Covered
  • Setting up Python and choosing an IDE
  • Basic syntax and data types
  • Variables and operators
  • Input/output operations
  • Basic string operations
  • Writing your first program
  • Best practices for code formatting (PEP 8)
Control Flow & FunctionsDownArrow
Module 10
Topics Covered
Data StructuresDownArrow
Module 11
Topics Covered
Object-Oriented ProgrammingDownArrow
Module 12
Topics Covered
File Operations & Error HandlingDownArrow
Module 13
Topics Covered
Chapters & PackagesDownArrow
Module 14
Topics Covered
Advanced Python ConceptsDownArrow
Module 15
Topics Covered
Production Ready DevelopmentDownArrow
Module 16
Topics Covered
Introduction to Data Analysis & VisualizationDownArrow
Module 17
Topics Covered
Data Analysis FoundationsDownArrow
Module 18
Topics Covered
  • Python for data analysis review
  • NumPy fundamentals
  • Statistical thinking
  • Basic data structures for analysis
  • Business metrics introduction
Pandas & Data ManipulationDownArrow
Module 19
Topics Covered
Exploratory Data Analysis & Advanced Data VisualizationDownArrow
Module 20
Topics Covered
Business StatisticsDownArrow
Module 21
Topics Covered
Time Series, Advanced Analytics, Reporting & AutomationDownArrow
Module 22
Topics Covered
Machine Learning Foundations & Advanced Feature EngineeringDownArrow
Module 23
Topics Covered
Supervised Learning: Classification & RegressionDownArrow
Module 24
Topics Covered
Ensemble MethodsDownArrow
Module 25
Topics Covered
Unsupervised LearningDownArrow
Module 26
Topics Covered
Deep Learning FundamentalsDownArrow
Module 27
Topics Covered
Model Deployment & MLOpsDownArrow
Module 28
Topics Covered
Advanced ML TopicsDownArrow
Module 29
Topics Covered
Industry Applications & Best PracticesDownArrow
Module 30
Topics Covered
GenAI FoundationsDownArrow
Module 31
Topics Covered
LLM Development & Fine-tuningDownArrow
Module 32
Topics Covered
RAG (Retrieval Augmented Generation)DownArrow
Module 33
Topics Covered
LLM Application DevelopmentDownArrow
Module 34
Topics Covered
Multimodal ApplicationsDownArrow
Module 35
Topics Covered
GenAI Infrastructure & Production DevelopmentDownArrow
Module 36
Topics Covered
Industry ApplicationsDownArrow
Module 37
Topics Covered
Introduction to Cloud and AWSDownArrow
Module 38
Topics Covered
AWS Identity and Access Management (IAM) DownArrow
Module 39
Topics Covered
Compute Layer DownArrow
Module 40
Topics Covered
Networking DownArrow
Module 41
Topics Covered
Storage ServicesDownArrow
Module 42
Topics Covered
Database LayerDownArrow
Module 43
Topics Covered
Load Balancing & Auto ScalingDownArrow
Module 44
Topics Covered
Serverless ComputingDownArrow
Module 45
Topics Covered

Course Includes

course includes

Doubt Clearing Sessions

course includes

Relevant Assignments

course includes

Updated Study Materials

course includes

Live Projects

Your Instructors

Right section image
Nikhil Prasad

Principal Data Scientist | 15+ Years Industry Experience

Right section image
Right section image
Uttam K

Lead Data Scientist | 10+ Years Industry Experience

Right section image

Course Pre-requisites

  • pre-requisiteBasic python programming knowledge is required for this course.
  • pre-requisiteThis course is completely beginners friendly.

Tools Covered

tool

Python

tool

AWS

tool

PowerBI

tool

PowerQuery

tool

MySQL

tool

PowerView

tool

PowerPivot

tool

Tableau

tool

Pandas

tool

Seaborn

tool

scikit-learn

tool

Tensorflow

tool

OpenAI

tool

HuggingFace

tool

Langchain

Course Includes

course includes

Doubt Clearing Sessions

course includes

Relevant Assignments

course includes

Updated Study Materials

course includes

Live Projects

Skills You Will Learn

  • skillsBuild and fine-tune Large Language Models - master prompt engineering, implement few-shot learning, and customize foundation models like GPT using techniques such as LoRA and parameter-efficient fine-tuning
  • skillsDevelop AI applications using LangChain and LlamaIndex - create conversational agents, implement RAG (Retrieval Augmented Generation), and build knowledge-based QA systems with vector databases
  • skillsCreate image generation applications - implement text-to-image models using Stable Diffusion, build image editing applications, and develop custom image generation pipelines with control nets
  • skillsDesign AI safety and evaluation frameworks - implement content filtering, develop prompt injection defenses, create evaluation metrics, and ensure responsible AI deployment with proper guardrails
  • skillsDeploy and scale GenAI applications - build production-ready applications using FastAPI/Flask, implement efficient caching strategies, optimize inference pipelines, and manage costs in cloud environments

Real-World Case Studies

Learn through real-world case studies

AI-Powered Banking Platform

Finance


AI-Powered Banking Platform

Developed a full-stack AI banking platform with features like fraud detection, chatbot support, and personalized financial advice, improving customer satisfaction by 45%

Telemedicine Platform

Healthcare


Telemedicine Platform

Created a comprehensive telemedicine solution with AI-powered symptom checking and appointment scheduling, reducing patient wait times by 60%

Smart Retail Analytics Platform

Retail


Smart Retail Analytics Platform

Developed a full-stack retail analytics platform with AI-powered inventory management and customer behavior analysis, increasing store efficiency by 40%

background certification section

for successfully completing the 'DATA SCIENCE WITH GENAI CAREER TRACK' course conducted from 06/01/2024 to 06/02/2024

Add a Industry Recognized
Certificate To Your Resume

Industry Recognized
Certificate

Learn the best from the best

  • Custom Icon 1
    Career Advancements

    Elevate your career with a respected certificate

  • Custom Icon 1
    Industry Respect

    Gain credibility in the field

  • Custom Icon 1
    Networking

    Connect with experts and peers

  • Custom Icon 1
    Opportunities

    Attract exciting job prospects and promotions

Medal
CertificateImageMob

for successfully completing the 'DATA SCIENCE WITH GENAI CAREER TRACK' course conducted from 06/01/2024 to 06/02/2024

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Limited time₹159500
₹9950
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100% Moneyback Guarantee

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Looking for help? Here are our most frequently asked questions

1

What is a EdYoda Micro Degree?

EdYoda Micro Degree is an online, Live classroom based short-term course, where you get Live Sessions conducted by industry experts. It is designed to help you acquire practical & job-relevant skills quickly.

2

How do I register for the micro degree?

To register, visit the micro degree details page and fill up the registration form and make the payment to reserve your seat before the application closing date.

3

What happens after I register and pay?

After successful registration and payment, you will receive a confirmation email with instructions on how to access the online micro degree classes

4

Are there any pre-requisites?

All you need is a PC or Laptop to attend the online live classes and your commitment of 4 weeks. Apart from that there are no prerequisite for the Micro Degree.

5

What if I miss a live session?

We've got you covered! The session recording will be added automatically on the classroom platform after the session is ended.

6

Will I get a certificate after completion?

Yes. After successful completion of curriculum you will be provided a digital certificate which you can download and share with others.

faq img

What is a EdYoda Micro Degree?

EdYoda Micro Degree is an online, Live classroom based short-term course, where you get Live Sessions conducted by industry experts. It is designed to help you acquire practical & job-relevant skills quickly.

faq img

How do I register for the micro degree?

To register, visit the micro degree details page and fill up the registration form and make the payment to reserve your seat before the application closing date.

faq img

What happens after I register and pay?

After successful registration and payment, you will receive a confirmation email with instructions on how to access the online micro degree classes

faq img

Are there any pre-requisites?

All you need is a PC or Laptop to attend the online live classes and your commitment of 4 weeks. Apart from that there are no prerequisite for the Micro Degree.

faq img

What if I miss a live session?

We've got you covered! The session recording will be added automatically on the classroom platform after the session is ended.

faq img

Will I get a certificate after completion?

Yes. After successful completion of curriculum you will be provided a digital certificate which you can download and share with others.

General FAQs

Everything you need to know
What is the Data Science with GenAI Career Track Micro Degree, and who is it designed for?DownArrow
Micro Degree course is live or recorded?DownArrow
In what language will the course be taught?DownArrow
How do I access the course details and learning material after registration?DownArrow
Do I need to have prior programming experience to enroll?DownArrow
Who are the instructors, and what is their experience?DownArrow
Will there be assignments, assessments, or a final project in the course?DownArrow
Can I interact with instructors and fellow students during the course?DownArrow
What is 100% moneyback guarantee?DownArrow

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Data Scientist with Generative AI

MICRO DEGREE

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