9 Best Predictive Analytics Certification and online courses to Learn in 2022

The increased growth in the IT sector has led to a huge industrial revolution in the market. Companies and businesses today are contending to achieve various heights and gain a reputation in the market. Therefore, it is also necessary for businesses to discriminate against their own businesses for better decision-making. We call this discriminator as Predictive analysis in business and its applications are used in marketing and sales, finance, HR, risk management and security, and business strategies that might help in driving revenues, reducing costs, and providing a competitive edge to businesses. Therefore, companies hire Certified Predictive Analytics professionals who are responsible for handling predictive analytics, key tools, and their ability to take at the intermediate to advanced level to a wide variety of business and technical users at all levels in the organization. Furthermore, we will discuss the latest and best Predictive Analytics certification courses in detail that will be very useful to all the aspirants.

Discussing the 9 Best Predictive Analytics Certification and online courses to Learn in 2022

Recognizing the importance and the need to choose the right learning path to become a Predictive Analyst. It is surely not an easy track to take but it is neither impossible. The important point to focus on is whether you choose the correct path or not. The internet is filled with several courses but choosing the right one which satisfies your requirements is a difficult task. Therefore, we along with our experts have researched and tried to present you with our best knowledge regarding the 9 Best Predictive Analytics Certification and online courses to Learn in 2022. So without wasting more time below are some of the best and latest certification courses that you desire.

Now. let’s discuss the 9 Best Predictive Analytics Certification and online courses to Learn in 2022!

1. Vskills Certified Predictive Analytics Professional

Vskills Certified Predictive Analytics Professional

This certification course is specially meant for professionals and graduates who want to understand the key concepts of predictive analytics and modelling concepts, common tools and algorithms, and the most significant business applications of predictive analytics. This certificate is recognized by many reputed multinational companies as well as the Government of India. Moreover, this course is software-independent and will be using one or several software tools like Excel, Minitab, R, and RapidMiner. This course is one of the best on the internet and has received many positive reviews and learners have shared their experiences that they have felt an extraordinary growth in their career and are very satisfied with this course. So, I would suggest you give this course a definite try.

Course Outline:

  • Predictive Analytics & Big Data
  • Process & Application
  • Key Statistical Concepts
  • Correlation & Regression
  • Data Collection & Exploration
  • Data Mining, Data Distributions, & Hypothesis Testing
  • Clustering Techniques
  • Data Preprocessing
  • Data Reduction & Exploratory Data Analysis (EDA)
  • A/B Testing, Bayesian Networks, and Support Vector Machine
  • Artificial Neural Networks
  • Linear and Logical Regression
  • Text Mining & Social Network Analysis
  • Time Series Modeling
  • Machine Learning, Propensity Score, & Segmentation Modeling
  • Random Forests & Uplift Models
  • Model Life Cycle Management
  • Model Development, Validation, & Evaluation

Reasons to take this course:

  • Vskills is a Government Certified body that adds value to your resume itself.
  • The Certification is valid throughout your life.
  • No prior knowledge required.
  • Get access to free Practice Tests.
  • Both Professionals as well as begineers can take this course without any second thought.
  • Candidates get tagged as ‘Vskills Certified’ On Monsterindia.com and  ‘Vskills Certified’ On Shine Shine.com for better job opportunities.
  • This course is available online including online learning material and hard copy at your door steps.
  • You can take your exam at any time of your convenience.
  • 20 fruitfull Learning hours.

More Details:

Duration of course: 20 hours

Rating: 5 out of 5

Click here to Sign up

2. Predictive Analytics Nanodegree for Business by Alteryx / Tableau (Udacity)

Predictive Analytics Nanodegree for Business by Alteryx / Tableau (Udacity)

This nano degree program is offered by Udacity, in collaboration with Alteryx. This is a three-month-long course that will help aspirants who aspire to become Data scientists and Business Analysts. This course will indulge you in solving business problems with large datasets using predictive models that will help you brainstorm your practical knowledge. Moreover, you’ll be working with two leading software packages namely Alteryx and Tableau. Later in this course, you will develop skills to apply predictive analytics and business intelligence to solve real-world business problems.

Course Outline:

  • Problem Solving with Advanced Analytics
  • Data Wrangling
  • Classification Models
  • A/B Testing
  • Time Series Forecasting
  • Segmentation and Clustering

Reasons to take this course:

  • Get to take real-world projects from industry experts.
  • Learn at your own pace.
  • Get the Course Completion Certificate Powered by Alteryx.
  • No prior experience requirement to enrol for the program.

More Details:

Duration of course: 3 months

Rating: 4.6 out of 5

Click here to Sign up

3. Python Data Products for Predictive Analytics by UC San Diego (Coursera)

Python Data Products for Predictive Analytics by UC San Diego (Coursera)

This course is prepared by the professionals at UC San Diego, in collaboration with the famous online study platform Coursera. This is an intermediate-level course that is meant for learners who are proficient with the basics of Python. This course claims that learners will learn and build statistical models, devise data-driven workflows, and learn how to make meaningful predictions for a wide range of business and research purposes. By the end of this course, you’ll be mastered one of the technology industries’ most in-demand skills.

Course Outline:

  • Basic Data Processing and Visualization
  • Design Thinking and Predictive Analytics for Data Products
  • Meaningful Predictive Modeling
  • Deploying Machine Learning Models

Reasons to take this course:

  • Financial aid to students who cannot afford the cost of the course.
  • Learn to achieve specialization in the field.
  • Learn from the top universities in the world.
  • Comes with brand name of UC San Diego.

More Details:

Duration of course: Self-paced

Rating: 4.2 out of 5

Click here to Sign up

4. Predictive Analytics using Python by University of Edinburgh (edX)

Predictive Analytics using Python by University of Edinburgh (edX)

This Micromaster program is prepared by the world-famous University of Edinburgh in collaboration with edX. This is a very advanced program that will help aspirants attain higher career goals like becoming a data scientist or a business analyst. This course will teach you data for predictive modelling, data mining, and advanced analytics using a range of statistical and machine learning methodologies on real-life datasets. Moreover, this program is designed for students at the undergraduate level, or equivalent professional experience/background in mathematics, statistics, or programming (Java, C, Python, Visual Basic).

Course Outline:

  • Introduction to Predictive Analytics using Python
  • Successfully Evaluating Predictive Modelling
  • Statistical Predictive Modelling and Applications
  • Predictive Analytics using Machine Learning
  • Predictive Analytics Final Project

Reasons to take this course:

  • End the program with a capstone project.
  • Beginner to advance level course.
  • Practice by interpreting predictive models
  • Learn at your own pace.

More Details:

Duration of course: 8 months

Rating: 4.6 out of 5

Click here to Sign up

5. Predictive Analytics: Gaining Insights from Big Data (FutureLearn)

Predictive Analytics: Gaining Insights from Big Data (FutureLearn)

This is a self-guided course that can be covered by you at your own pace. However, prior knowledge in SQL and Unix will be beneficial to start this course. This course claims that you will learn to use predictive analytics tools and HPE Vertica Analytics to gain insights from big data. Moreover, this course will show you how predictive analytics tools can help you gain information, knowledge and insights from big data. Overall, this is a good course to start with your career as a Predictive analyst.

Course Outline:

  • Estimation and prediction using linear regression
  • Modelling, estimation and prediction
  • Estimation and prediction using logistic regression
  • Estimation and prediction using k-means clustering

Reasons to take this course:

  • Each topic is covered in an elaborate manner.
  • Perform estimation and prediction using linear regression.
  • Free online course.
  • Learn at your own pace.

More Details:

Duration of course: 4 weeks

Rating: 4.4 out of 5

Click here to Sign up

6. The Essential Elements of Predictive Analytics and Data Mining (LinkedIn Learning)

The Essential Elements of Predictive Analytics and Data Mining (LinkedIn Learning)

LinkedIn Learning is probably the best place to find a wide variety of courses all over the world. This is a short course that will help you get an overview of Predictive analysis. This course claims that you will learn about predictive models and segmentation analysis, including classification trees, cluster analysis, and association rules. However, this course can be taken by anyone. Also, LinkedIn provides you with the special facility to try its 30-days free trial so you might as well take the advantage of the opportunity as much as you can.

Course Outline:

  • Introduction
  • What Is Data Mining and Predictive Analytics?
  • Problem Definition
  • Data Requirements
  • Resources You’ll Need
  • Problems You’ll Face
  • Finding the Solution
  • Putting the Solution to Work
  • CRISP-DM and the Nine Laws

Reasons to take this course:

  • Designed and created by some of the best instructors of LinkedIn Learning.
  • Learn at your own pace.
  • Variety of exercises to practice the concepts covered in the lectures.
  • Free access to courses for the first 30 days.
  • Learn writing skills from the very basics to advance level.

More Details:

Duration of course: 1.5 hours

Rating: 4.8 out of 5

Click here to Sign up

7. Introduction to Time Series Analysis and Forecasting in R (Udemy)

Introduction to Time Series Analysis and Forecasting in R (Udemy)

Udemy is one of the most famous online education platforms where you can find masses of courses from the best instructors all over the world. This course claims that you will learn how to visualize, clean and prepare your data. Data preparation takes a huge part of your time as an analyst. Moreover, you’ll also learn about different ways in how you can handle date and time data in R. You will learn how to visualize, clean, and prepare your data. Further in this course, you will learn about statistical methods used for time series. You will hear about autocorrelation, stationarity, and unit root tests.

Course Outline:

  • Introduction
  • Working with dates and time in R
  • Time series Data Pre-processing and Visualization
  • Statistical background for time series analysis and forecasting
  • Time series analysis and forecasting
  • ARIMA Models
  • Multivariate time series analysis
  • Neural networks in time series analysis

Reasons to take this course:

  • Get lifetime access to the video lectures.
  • Learn from the best instructors.
  • Get the courses at a very nominal price.
  • Learn at your own pace.
  • Get assessment test to validate your skills.

More Details:

Duration of course: 8.5 hours

Rating: 4.5 out of 5

Click here to Sign up

8. Introduction to Predictive Analytics in Python (Datacamp)

Introduction to Predictive Analytics in Python (Datacamp)

This course is prepared by Nele Verbiest, a successful data scientist, in collaboration with Datacamp. In this course, you’ll learn how to use and present logistic regression models for making predictions. Moreover, you will learn how to use models to make predictions and how to present them and their performance to business stakeholders. Overall, this is a good course for beginners and for professionals who want to refresh their knowledge and skills.

Course Outline:

  • Building Logistic Regression Models
  • Forward stepwise variable selection for logistic regression
  • Explaining model performance to business
  • Interpreting and explaining models

Reasons to take this course:

  • Learn to use and present logistic regression models for making predictions.
  • Complete Free course.
  • Get 52 exercises to practice.

More Details:

Duration of course: 4 hours

Rating: 4.4 out of 5

Click here to Sign up

9. Machine Learning for Predictive Analytics (Experfy)

Machine Learning for Predictive Analytics (Experfy)

This is a beginners-level course you will understand what exactly machine learning and predictive analytics are, what are its limits and their potential risks, and why it may benefit your organization. You will also learn about some real-world case studies and many other examples of current and potential future. Moreover, this is a complete package of in-depth understanding of predictive analytics and machine learning and obtaining a robust knowledge of business analysis.

Course Outline:

  • An Overview of Predictive Analytics
  • Some Pitfalls to Avoid in Creating Analytics Initiatives
  • Important Machine Learning Concepts
  • Types of Learning Styles
  • Supervised Algorithms
  • Unsupervised Algorithms
  • Other Algorithm Types
  • A Visual Algorithm Similarity Map, and so on

Reasons to take this course:

  • There are no prerequisites
  • This course is for beginners 
  • Instructor has 25 years of experience

More Details:

Duration of course: 4.5 hours

Rating: 4.6 out of 5

Click here to Sign up

We have now arrived at the end of this blog. Hopefully, you must’ve decided on your best course and started working on the next steps. We wish you all the very best and good wishes to ace in your career exceptionally and with flying colors. Happy learning!

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