Predictive Analytics Training Course Outline

Module 1: Introduction to Predictive Analytics

  • What is Predictive Analytics?
  • How Predictive Analytics Works?
  • Business Intelligence
  • Business Intelligence Lifecycle
  • Predictive Analytics Vs Business Intelligence
  • Predictive Analytics Challenges

Module 2: Setting Up the Problem

  • Predictive Analytics Processing Steps
  • Target Variable
  • Success Measures for Predictive Models
  • Data for Predictive Modeling

Module 3: Understanding the Data

  • Single and Multiple Variables         
  • Data Visualization
  • Histograms

Module 4: Data Preparation

  • Data Cleaning
  • Feature Creation

Module 5: Itemsets and Association Rules

  • Association Rules
  • Parameter Settings
  • Data Organization Techniques
  • Deploying Association Rules
  • Making Classification Rules from Association Rules

Module 6: Descriptive Modeling

  • Introduction to Descriptive Modeling
  • Principal Component Analysis
  • Clustering Algorithms

Module 7: Interpreting Descriptive Models

  • Introduction to Descriptive Analytics
  • How does Descriptive Analytics Work?
  • Advantages of Descriptive Analytics

Module 8: Predictive Modeling

  • Introduction to Predictive Modeling
  • Decision Tree
  • Types of Decision Tree
  • Logistic Regression
  • Neural Networks
  • K-Nearest Neighbour
  • Naïve Bayes
  • Linear Regression

Module 9: Predictive Models Assessment

  • Introduction to Predictive Models Assessment
  • Metrics to Evaluate Predictive Models

Module 10: Model Ensembles

  • Ensemble Modeling
  • Types of Model Ensembles
  • Bias Variance Trade-Off
  • Bagging and Boosting
  • Interpreting Model Ensembles

Module 11: Text Mining

  • Introduction to Text Mining
  • Structured Vs Unstructured Data
  • Text Mining Applications
  • Steps of Data Preparation
  • Regular Expressions

Module 12: Predictive Model Deployment

  • Introduction to Predictive Model Deployment
  • Building Predictive Models
Show more blue-arrow

Who should attend this Predictive Analytics Training Course?

This Predictive Analytics Course in New Delhi aims to provide professionals with the core concepts, techniques, and tools used to predict future events based on historical data and delves into the various stages of the analytics life cycle. This course can help various professionals, including:

  • Data Scientists
  • Business Analysts
  • Marketing Analysts
  • Financial Analysts
  • Business Intelligence Professionals
  • Risk Managers
  • CRM Professionals

Prerequisites of the Predictive Analytics Training Course

There are no formal prerequisites required for attending this Predictive Analytics Course.

Predictive Analytics Training Course Overview

Predictive analytics is a powerful tool in the data science domain that plays a crucial role in foreseeing unknown future events that organizations must navigate. Utilizing techniques like data mining, modeling, statistics, artificial intelligence, and machine learning, Predictive Analytics Course in New Delhi empowers organizations to identify forthcoming risks and opportunities by deciphering patterns within transactional and historical data.

Proficiency in Predictive Analytics is indispensable for a range of professionals in New Delhi, including Data Scientists, Business Analysts, Marketing Experts, Financial Analysts, and decision-makers in diverse industries. As organizations seek a competitive edge, predictive analytics offers a strategic advantage, allowing professionals to anticipate market trends, customer behaviors, and operational efficiencies.

The 2-day course in New Delhi provides delegates with knowledge on essential aspects like data cleaning, feature creation, item sets, and association rules. This course equips delegates with the knowledge to uncover valuable patterns and associations within data. Regardless of their field, individuals keen on augmenting their data science skill set will benefit from this training, gaining familiarity with predictive modeling techniques

Course Objectives

  • To master the Predictive Analytics process, including data cleaning and feature creation
  • To gain proficiency in uncovering valuable patterns and associations using itemsets and association rules
  • To explore various predictive modeling techniques, such as logistic regression and Naïve Bayes
  • To develop the skills to apply predictive models effectively in real-world scenarios
  • To enhance decision-making by leveraging data-driven predictions and insights
  • To empower organizations to become forward-looking and proactive using Predictive Analytics

By the end of this course in New Delhi, the delegates will possess the skills to develop and apply predictive models effectively, enabling them to make data-driven predictions, optimize decision-making processes, and unlock new avenues for organizational growth.

Show more blue-arrow

What’s included in this Predictive Analytics Training Course?

  • World-Class Training Sessions from Experienced Instructors
  • Predictive Analytics Certificate
  • Digital Delegate Pack
Show more blue-arrow
Show more blue-arrow

Train Your Workforce

Looking for Predictive Analytics Course in-house or onsite training in New Delhi? We specialise in corporate group training and bulk bookings for organisations of all sizes in New Delhi. Our trainers deliver tailored sessions at your premises, online, or hybrid, with best price guarantee, group discounts and flexible scheduling to train your team.

Our New Delhi venue

Includes..

Free Wi-Fi

To make sure you’re always connected we offer completely free and easy to access wi-fi.

Air conditioned

To keep you comfortable during your course we offer a fully air conditioned environment.

Full IT support

IT support is on hand to sort out any unforseen issues that may arise.

Video equipment

This location has full video conferencing equipment.

New Delhi is one of the districts within Delhi, as well as it being the capital city of India, it is also the home to the Government of the National Capital Territory of Delhi and some of the branches of the Government of India, these being the judiciary, executive and legislative branches and is also home to around 249,998 people. The capital of India - New Delhi was initiated within 1931 by Viceroy Lord Irwin however formed during 1911 by George V, who was the King of the United Kingdom as well as the Emperor of India and his British architects Sir Herbert Baker and Sir Edwin Lutyens formed the foundation stone and announced the capital city of India would be changed. The primary schools and secondary schools within New Delhi are either run privately or by the government and as of 2004 to 2005 there was around 1.5 million students going through the educational system within 2416 primary schools, 822,00 students in 715 middle schools and 669,000 students in 1576 secondary schools and around 500,000 students within 165 universities and colleges. All universities are either state, deemed or central universities, The top universities within New Delhi are the Jamia Millia Islamia, the University of Delhi, Indian Statistical Institute, National Law University, Jawaharlal Nehru University, Guru Gobind Singh Indraprastha University, Ambedkar University Delhi, Jamia Hamdard, Delhi Technological University – which is the first Engineering college within Delhi and one of the oldest in India, the Indira Gandhi National Open University is the largest national university in the world with over 4 million students, New Delhi is also home to the Indian Agricultural Research Institute, Pusa, New Delhi, Premier institute for agricultural research and education in India. The university courses and programs can offer different types of degrees such an undergraduate and post graduate courses, Bachelor courses and Scholarships, New Delhi prides itself on its premier institutions as the teaching and researching they do means that within 2011 the census recorded the literacy rate for females as 80.9% and for males it was slightly higher at 91.0% with an overall literacy rate of 86.3%. Subjects within the different universities can include, social sciences, engineering, humanities, technology, sports, law, social work, arts, management, education, computer information technology, foreign languages, mathematical science, dentistry and medical. 

Show moredown

Experience live, interactive learning from home with The Knowledge Academy's Online Instructor-led Predictive Analytics Course. Engage directly with expert instructors, mirroring the classroom schedule for a comprehensive learning journey. Enjoy the convenience of virtual learning without compromising on the quality of interaction.

classes

Live classes

Join a scheduled class with a live instructor and other delegates.

interactive

Interactive

Engage in activities, and communicate with your trainer and peers.

degree

Global Pool of the Best Trainers

We handpick from a global pool of expert trainers for our Online Instructor-led courses.

expertise

Expertise

With 10+ years of quality, instructor-led training, we equip professionals with lasting skills for success.

global

Scalable Training Delivery

Access Predictive Analytics Course in New Delhi delivered by one of the largest training providers, with scalable instructor-led classes, accessible worldwide.

Master Predictive Analytics Course with a flexible yet structured approach that combines live, expert-led sessions and self-paced study. With Weekly one-to-one tutor support and consistently high pass rates, you’ll receive tailored guidance and achieve real results.

trainer

Structured Yet Flexible Learning

Take part in scheduled, instructor-led sessions with real-time feedback, while enjoying the freedom to study independently. Interactive resources and progress tracking tools help you stay motivated and on target.

venue

Engaging & Interactive Training

Join dynamic live sessions featuring discussions, practical activities, and peer collaboration. Learn from Predictive Analytics Course industry experts and reinforce your knowledge with self-paced modules—plus, connect with professionals in your field.

classes

Expert-Led Course

Gain valuable insight from experienced trainers during live sessions, and revisit course materials anytime to deepen your understanding. This method offers the ideal balance between expert guidance and independent learning.

money

Global Training Accessibility

Access top-quality training across time zones—anytime, anywhere. Whether at home or on the go, our expert-led sessions and flexible study materials support your goals, and help you on the journey towards the certification.

Learn Predictive Analytics Course through The Knowledge Academy’s Online Self-Paced Learning. This flexible and structured format supports your training goals and enables every professional to build skills with confidence.

flexiblelearning

Flexible Learning

Access Predictive Analytics Course resources 24/7 to maintain steady progress, complete regular assessments or tasks, and upskill effectively alongside work commitments.

expert-developed

Expert-Developed Content

Our Online Course content is designed by experienced trainers to ensure accuracy, relevance, and practical value.

global-access

Global Training Provider

Access Predictive Analytics Course in New Delhi from a trusted global training provider delivering consistent learning to professionals worldwide.

cost-effective

Cost-Effective Training

Benefit from the cost-effective Predictive Analytics Course that delivers high-quality course content without compromising learning outcomes.

interactive-lms

Interactive LMS

Track performance, download resources, and receive AI-enabled support through The Knowledge Academy’s dedicated Learning Management System.

Experience the most sought-after learning style with The Knowledge Academy's Predictive Analytics Course Course. Available in 490+ locations across 190+ countries, our hand-picked Classroom venues offer an invaluable human touch. Immerse yourself in a comprehensive, interactive experience with our expert-led Predictive Analytics Course sessions.

trainer

Highly experienced trainers

Boost your skills with our expert trainers, boasting 10+ years of real-world experience, ensuring an engaging and informative training experience

venue

State of the art training venues

We only use the highest standard of learning facilities to make sure your experience is as comfortable and distraction-free as possible

classes

Small class sizes

Our Classroom courses with limited class sizes foster discussions and provide a personalised, interactive learning environment

money

Great value for money

Achieve certification without breaking the bank. Find a lower price elsewhere? We'll match it to guarantee you the best value

Streamline large-scale training requirements with The Knowledge Academy’s In-house/Onsite Predictive Analytics Course Course at your business premises. Experience expert-led classroom learning from the comfort of your workplace and engage professional development.

tailored

Tailored learning experience

Leverage benefits offered from a certification that fits your unique business or project needs

budget

Maximise your training budget

Cut unnecessary costs and focus your entire budget on what really matters, the training.

building

Team building opportunity

Our Predictive Analytics Course offers a unique chance for your team to bond and engage in discussions, enriching the learning experience beyond traditional classroom settings

monitor

Monitor employees progress

The course know-how will help you track and evaluate your employees' progression and performance with relative ease

Package deals for Predictive Analytics Course

Our training experts have compiled a range of course packages on a variety of categories in Predictive Analytics Course, to boost your career. The packages consist of the best possible qualifications with Predictive Analytics Course, and allows you to purchase multiple courses at a discounted rate.

Predictive Analytics Course in New Delhi FAQs

What is Predictive Analytics?

Predictive Analytics involves using Machine Learning techniques and statistical algorithms to analyze past data and predict future outcomes or trends. It helps forecast possibilities, anticipate behaviors, and make informed decisions by identifying patterns in data.

What is the cost/training fees for Predictive Analytics Course in New Delhi?

The training fees for Predictive Analytics Course in New Delhi starts from INR372295

Which is the best training institute/provider of Predictive Analytics Course in New Delhi?

The Knowledge Academy is one of the Leading global training provider for Predictive Analytics Course.

What are the best Data Science Courses courses in New Delhi?

Please see our Data Science Courses courses available in New Delhi

Show more blue-arrow

Customers Reviews

Request For Pricing

WHO WILL FUNDING THE COURSE?
+44

Corporate Training

Unlock tailored pricing and customised training solutions for your team’s needs.

Request your quote today!

Why choose The Knowledge Academy

price

Best price in the industry

You won't find better value in the marketplace. If you do find a lower price, we will beat it.

learning

Many delivery methods

Flexible delivery methods are available depending on your learning style.

resources

High quality resources

Resources are included for a comprehensive learning experience.

Our Clients

"Really good course and well organised. Trainer was great with a sense of humour - his experience allowed a free flowing course, structured to help you gain as much information & relevant experience whilst helping prepare you for the exam"

Joshua Davies, Thames Water
santander barclays bmw google thames-water deloitte bupa tesla
cross

Upgrade Your Skills. Save More Today.

superSale Unlock up to 40% off today!

WHO WILL BE FUNDING THE COURSE?

close

close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.

close

close

Press esc to close

close close

Back to course information

Thank you for your enquiry!

One of our training experts will be in touch shortly to go overy your training requirements.

close close

Thank you for your enquiry!

One of our training experts will be in touch shortly to go over your training requirements.