Predictive Analytics Training Course

Name: Predictive Analytics Course
Brand: The Knowledge Academy
Rating: 4.9 (38503 reviews)

Predictive Analytics Course Overview

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

Who should attend this Predictive Analytics Training Course?

This Predictive Analytics Course in the United States 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 the United States 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 the United States, 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 the United States 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 the United States, 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.

What’s included in this Predictive Analytics Training Course?

World-Class Training Sessions from Experienced Instructors
Predictive Analytics Certificate
Digital Delegate Pack

Why choose us

Ways to take this course

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.

Live classes

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

Interactive

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

Global Pool of the Best Trainers

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

Expertise

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

Global Reach

With classes running in all timezones, access any of our courses and course material from anywhere, anytime.

Learn More

Unlock your potential with The Knowledge Academy's Predictive Analytics Course, accessible anytime, anywhere on any device. Enjoy 90 days of online course access, extendable upon request, and benefit from the support of our expert trainers. Elevate your skills at your own pace with our Online Self-paced sessions.

Learn more in our FAQs

What our customers are saying

Predictive Analytics Course 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 the United States?

The training fees for Predictive Analytics Coursein the United States starts from $3195

Which is the best training institute/provider of Predictive Analytics Course in the United States?

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

What are the best Data Science Courses courses in the United States?

Please see our Data Science Courses courses available in the United States

Why choose us

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.

Many delivery methods

Flexible delivery methods are available depending on your learning style.

High quality resources

Resources are included for a comprehensive learning experience.

"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

Predictive Analytics Course in United States

Washington D.C.

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