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Professional Certificate In

Data Science (PCDS)®

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Duration

8 Months

Study Mode

Live / Interactive

Format

Online

75% + additional 5% Scholarship

on Program Fee

Program Highlights

The Professional Certificate in Data Science program is a global certification course, it is the most comprehensive Data Science course in the market, covering the complete Data Science lifecycle concepts from Data Collection, Data Extraction, Data Cleansing, Data Exploration, Data Transformation, Feature Engineering, Data Integration, Data Mining, building Prediction models, Data Visualization and deploying the solution to the customer.

Through hands-on projects, a personalized capstone project and an exciting one -on-one expert assistance towards the end of the course, the certification will be the passport that opens doors to a stellar career for you in the field of data science at some of the biggest A-list firms around.

What we offer?

  • 100+ hours of learning
  • Personal Mentorship
  • Career Assistance
  • 3 Month EMI
  • Software Training
  • Professional Certification
  • Extensive Study Material

Program Curriculum

Term 1

Fundamentals Of Statistics (View Class)

Module 1

Statistics

Topics 1

    • What is Data Science ?

Topics 2

  • Statistics for Data Science

Module 2

All About Data

Topic 3

  • Introduction to Data

Topic 4

  • Descriptive Statistics

Case Study

Term 2

Introduction To Python (View Class)

Module 1

Core Python

Topics 1

  • Python Introduction

Topics 2

  • Data Types & Data Structures

Topics 3

  • Control Flow & Conditional Statements

Topic 4

Functions

  • Module 2
  • Advanced Python

Topic 5

  • File Handling

Topic 6

  • Miscellaneous Python

Topic 10

  • Regular Expressions

Case Study

Term 3

Data Visualization & EDA (View Class)

Module 1

Number Analytics

Topics 1

    • Numpy

Case Study

Module 2

  • Working With Data Frames

Topic 1

  • Pandas

Case Study

Term 4

Supervised Learning

Module 1

Regression

Topics 1

  • Introduction to Supervised Learning

Topics 2

  • Linear Regression

Topics 3

  • Regularization Techniques

Case Study

Topic 4

  • Classification Overview

Topic 5

  • Logistic Regression

Topic 6

  • Evaluation Techniques

Case Study

Module 2

  • Tree Based Learning

Topic 7

  • Decision Tree

Case Study

Topic 8

  • Resampling Methods

Topic 9

  • Ensemble Learning

Case Study

Module 3

  • Distance Based Learning

Topic 11

  • Support Vector Machines

Case Study

Topic 12

  • K Nearest Neighbors

Case Study

Term 5

Unsupervised Learning

Module 1

  • Clustering & Dimensionality Reduction

Topics 1

  • Principal Component Analysis

Case Study

Topics 2

  • Clustering

Case Study

  • Module 2
  • Association Mining

Topic 3

  • Association Rules

Case Study

Topic 4

  • Naive Bayes Algorithm

Case Study

Term 6

Natural Language Processing (View Class)

Module 1

Time Series Analysis

Topics 1

  • Time Series Analysis

Module 2

  • Natural Language Processing (I)

Topics 1

    • Intro to NLP

Topics 2

  • Extracting the Data

Module 3

  • NUTS & BOLTS OF NLP

Topic 1

  • Text Preprocessing

Topic 2

  • Text Indexing

Topic 3

  • Feature Engineering

Case Study

6

Terms

3

Projects

100

Hours

1

Electives
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Skills & Tools

NLTK
Scipy
NumPy
SKLearn
MatPlotLib
Pandas
Seaborn
Python

Projects

Diabetes Prediction

Make prediction based on the patient’s characteristic data set to predict whether he is diabetic or not. A machine Learning model to analyze datasets containing attributes like glucose level, blood pressure, age, etc.

Deep Fake

Movie Recommendation is a platform that provides its users with various contents based on their preferences and liking. A recommendation system takes the information about the user as an input. The recommendation system is an implementation of the machine learning algorithms.

Analyze A/B Test Results

Basically the purpose of this project is to make an easy decision in e-commerce world for choosing right version for the webpages , which looks more appealing to customers with the help of a/b testing.

Fuel Economy Datasets

Fuel-Economy Data set provided by the EPA-US.Environmental Protection Agency. The data is collected from vehicle testing at EPA’s National vehicle lab in Michigan. The EPA provide this data to the US government each year to publish their Fuel-Economy guide.

Data Science (PCDS)

Eligibility

Bachelor's Degree in any Stream with 1 year of work experience

Fees

RS 1,00,000/-

After Scholarship

RS 50,000

* GST Applicable

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GET CERTIFICATE

The Certification provided by Data Folkz plays a very pivotal role in an individual’s career.

People coming from diverse backgrounds can make the most out of the Certificate as each certificate has a Unique Id embed, which ensures the validity of your program across the globe. Every individual who completes the program will be a recipient of a different certificate and the unique ID will help maintain the authenticity of the Data Folkz Certificates

Data Folkz

CATAPULT FUND

The Catapult Fund is an initiative by Data Folkz, which is providing tuition waivers for the programs offered by the institution as well as overall coordination. Through this, Data Folkz aims to help all the working professionals who want to upskill themselves into the data industry and enable anyone from any financial background to be able to make a complete transition in the data industry

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© 2022 Design By Team DataFolkz

Data Science

The Data Science Professional course is a global certification course, the most rigorous Data Science course online that you will come across in the market,

covering the complete concepts of the Data Science lifecycle from Data Collection, Data Extraction, Data Cleansing, Data Discovery, Data Transformation, Feature Engineering, Data Integration, Data Mining, Prediction Models, Data Visualization and Data Visualization The course will act as a landmark in your career path as we provide you with more than 150 hours of learning, Personal Mentorship, Career Assistance, Software Training, and Extensive Study Material along with a Professional certificate in data science and a 3 month easy EMI option too! Your key takeaways would include

Being one of the best course for data science in today’s date, it will be the passport that opens doors to a stellar future for you in the field of data science at some of the largest A-list firms around through hands-on assignments, a customized capstone project, and exciting one-on-one expert assistance towards the end of the course.


Artificial Intelligence

Data Folkz provides you with a one stop shop solution to learn & gain knowledge about Artificial Intelligence and gain not only certification but also the experience. The artificial intelligence online course is an ideal mix of theory and realistic training to make you the master of the next-gen AI. The ai online course comes with its lifecycle that encompasses three main stages: project scoping, design or build phase, and deployment in production. We provide Knowledge Representation, Probabilistic models and Perception & cognition The course will be a milestone in your career path as we provide you with more than 150 hours of learning, personal mentorship, career assistance, software training, and extensive study materials, along with a data science professional certificate and a 3 month easy EMI choice! Learn artificial intelligence online with Data Folkz & you will walk away with: A realistic framework in artificial intelligence (AI) and its business applications, providing you with the information and trust you need to transform your company into a future-oriented, creative, effective and sustainable business along with incorporating key AI management and leadership insights into the way your company works, the opportunity to lead educated, proactive decision-making and improve business success.


Data Analytics

“By 2020, the World Economic Forum forecasts that data analysts will be in demand due to increasing data collection and usage. ” You will learn analytics tools and techniques in these top notch data analytics courses online, how to work with SQL databases, learn Python, how to construct visualizations of data, and how to apply statistics and predictive analytics in a business environment. Due to the value that can be extracted from data, organizations consider data analysis as one of the most important potential specialties. Data in today's business world is more plentiful and available than ever. Actually, every day, 2.5 quintillion bytes of data are generated. With an ever-increasing ability gap in data analytics, the value of data analysts continues to grow, generating new employment and prospects for career advancement. The certifications in data analytics will lead you to understand critical statistical principles, including core pattern, dispersion, correlation, and regression measures The data analytics course will help you by incorporating concepts of variables, strings, functions, loops, and conditions, write the first Python program & also understand the complexities in Python of lists, sets, dictionaries, words, and divisions, objects, and classes