Empowering Professionals & Scholars | Certified Fullstack Data Science Professional

Course / Course Details

Certified Fullstack Data Science Professional - CFDSP

Technology

By - Admin
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Course Requirements

Prior knowledge of programming, statistics, or data-related concepts is recommended, but not mandatory, to pursue this certification.

Course Description

The Certified Full Stack Data Scientist program is globally designed to enhance data science expertise, advanced analytics capabilities, and end-to-end data solution development across modern enterprises.

Learn directly from global data science practitioners, analytics experts, and industry leaders who are shaping the future of data-driven innovation and intelligent decision-making.

Course Curriculum

11 chapters
103 lectures
0 exams
N/A total length

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1 PCBA Chapter 1 Business Analysis Introduction

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2 PCBA Chapter 2 Software Development Life Cycle 1

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3 PCBA Chapter 3 Software Development Life Cycle 2

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4 PCBA Chapter 4 Business Analysis Framework _ Techniques - Part 2

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5 PCBA Chapter 5 Business Analysis Framework _ Techniques - Part 1

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6 PCBA Chapter 6 Process Analysis_ Mapping and Modelling

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7 PCBA Chapter 7 Planning and Monitoring - Part 1

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8 PCBA Chapter 8 Business Analysis-Planning and Monitoring Part 2

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9 PCBA Chapter 9 Elicitation and Collaboration

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10 PCBA Chapter 10 Business Analysis - BPMN

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1 PCBA Chapter 11 Requirements Analysis and Design Definition

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2 PCBA Chapter 12 BRD_ FRS and SRS

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3 PCBA Chapter 13 Requirement Life Cyle Management

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4 PCBA Chapter 14 Business Analysis- Solution Evaluation

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5 PCBA Chapter 15 Strategy Analysis

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6 PCBA_Chapter 16 Agile _ Scrum

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1 Understanding Data

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2 Basic Statistics for Data Science

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3 ML Overview and types of ML

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4 EDA Titanic-Dataset

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1 Simple Linear Regression

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2 Multiple Linear Regression - Boston dataq

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3 CaseStudy-Pilgrim Bank-Part1

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4 CaseStudy-Pilgrim-Bank-regressor-part2

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5 Case Study - Customer Churn-Part1

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6 Case Study - Customer Churn-Part2

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7 Random Forest

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8 Conditional Prob and Naive Bayes Classifier

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9 Conditional Prob and Naive Bayes Classifier1

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1 K-Means-Clustering-Part1

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2 K-Means-Clustering - Part2

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3 K-Means-Clustering-Part2

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4 Association Rules and Recommendation Engine

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5 Association-Rules-and-Recommendation-Engine

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1 AI-Session1-Overview

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2 AI-Session2-ANN-Overview

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3 AI-Session3-DL-ANN-classification

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4 Bias and Variance

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5 Case-Study - breast-cancer-classification

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6 Case-Study-Customer-Churn-Part1

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7 Case-Study-Customer-Churn-Part2

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8 Computer-Vision-opencv-part1-overview

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9 Computer-Vision-opencv-part2-face_detection

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10 DataScience - Project Methodologies

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11 Decision-tree

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12 digit-classification1

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13 digit-classification2

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14 digit-classification-part1

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15 digit-classification-part2

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16 Introduction to NLP

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1 k-fold-cross-validation

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2 k-fold-cross-validation1

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3 Model Evaluation - Confusion Matrix, Precision, Recall

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4 Recommendation Engine

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5 SVM

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6 Working-with-json

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1 Python Basics and Installation - NV

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2 Strings in Python

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3 Conditional statements and looping in Python

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4 List Basics

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5 List and Tuple

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6 Dict

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7 Python Data Structures - Dict

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8 Dict and Set

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9 Function Basics

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10 Functions lambda, closures

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11 map-reduce

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12 File handling

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13 Exception Handling

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14 OOPs Basics

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1 Oops Demo

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2 OOPs Part-2

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3 Numpy

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4 Pandas Part-1

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5 Pandas Part-2

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6 Visualisation using Python-part1

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7 Database interaction using python

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8 Practice session-1 Python basics

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9 Practice Session-2

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10 Practice Session-3

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1 Practice Session-4

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2 DevOps-Introdution-Part-1

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3 DevOps-Introdution-Part-2

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4 Getting-started-with-Git

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5 Seven Important-git-commands

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6 Git-compare-and-merge

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7 Real-World-Git-Branching-Strategy

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8 Docker-basics-Part-1

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9 Docker-basics-Part-2

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10 Docker Networking

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1 Docker-Installation-Playing-with-docker-commands

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2 Creating-your-first-container-How-to-write-docker-file-YouTube

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3 Docker-networking-Everything-about-docker-networking

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4 Docker-Compose-Starting-multi-container-applications

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5 Container-Orchestration-Need-and-demo

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6 Docker-Volumes-explained-YouTube

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7 Introducing-Ansible-YouTube

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8 Ansible-Installation-on-Ubuntu-YouTube

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9 Everything-about-Ansible-Inventory-Tasks-Modules-YouTube

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10 Writing-Ansible-Playbooks-YouTube

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11 Ansible-for-Docker-YouTube

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12 Jenkins-Introduction

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13 Jenkins-Installation-on-Ubuntu-1604

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Instructor

Admin

As the Admin of our platform, I bring over a decade of experience in managing and leading digital transformation initiatives. My journey began in the tech industry as a developer, and I have since evolved into a strategic leader with a focus on innovation and operational excellence. I am passionate about leveraging technology to solve complex problems and drive organizational growth. Outside of work, I enjoy mentoring aspiring tech professionals and staying updated with the latest industry trends.

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