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Professional Certificate In

Data Science (PCDS)®

New Batch Registration Deadline : 30-Apr-2021 Apply Now
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Duration

8 Months

Study Mode

Live / Interactive

Format

Online

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

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

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

Module 1

Number Analytics

Topics 1

    • Numpy

Case Study

Module 2

  • Working With Data Frames

Topic 1

  • Pandas

Case Study

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

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

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

Skills & Tools

NLTK
Scipy
Numbpy
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 3,00,000/-

After Scholarship

RS 60,000

* 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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