8 Best Predictive Analytics Courses & Certification [2019]

best predictive analytics course class certification training online

20+ Experts have compiled this list of Best Predictive Analytics Course, Tutorial, Training, Class, and Certification available online for 2019. It includes both paid and free resources to help you learn Predictive Analytics and these courses are suitable for beginners, intermediate learners as well as experts.

 

7 Best Predictive Analytics Courses, Certification & Training Online [2019] [UPDATED]

1. Predictive Analytics for Business Applications by University of Edinburgh (edX)

If you are interested in accelerating your career in predictive analytics then you can take a look at this micromasters program offered by the University of Edinburgh. Commence by identifying the scenarios where you can use predictive analytics and then formulate a model suitable for the situation. Apart from this, the techniques covered can also be used for coming up with solutions for classification and regression problems. By the end of the classes, you will have the confidence to come up with suitable business solutions.

 

Key USPs –

– Practice by interpreting predictive models and finding optimal solutions.

– Use machine learning and tree-based approaches.

– Understand the process and importance of evaluation and sampling.

– It is advised to follow the order of the courses in which they are set to get the most out of it.

– End the program with a capstone project that allows you to integrate and implement all the concepts covered throughout the classes.

– Complete all the graded assessments and projects to earn the verified certificate.

 

Duration: 1 year

Rating: 4.5 out of 5

You can Sign up Here 

 

 

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

It is a fact that Python products have been an important part of the AI revolution. So if you are thinking about taking your Python skills to the next level and explore the techniques to make accurate predictions with data-driven systems with this specialization. Throughout the classes, you will create your first data strategy, develop statistical models, devise data-driven workflows and learn to make meaningful predictions for a wide range of business and research purposes. By the end of the lessons, you will be mastered in one of the technology industries most in-demand skills.

 

Key USPs –

– The specialization can be taken by anyone who is proficient in the basics of Python.

– Discover how to transform data and make it suitable for predictive tasks.

– Understand how to compute basic statistics using real-world datasets of consumer activities, like product reviews and more.

– Create interactive data visualizations to build simple demos.

– Perform simple regressions and classifications on datasets using machine learnings libraries.

– Complete all the graded assignments to earn the certification.

 

Duration: Self-paced

Rating: 4.5 out of 5

You can Sign up Here

 

 

3. Customer Analytics by University of Pennsylvania (Coursera)

This program is designed by the University of Pennsylvania to help you develop the basic analytical skills and judgment that will be useful in analyzing and interpreting data in real-world business practices. Learn to discover the buying, browsing and other relevant behavioral patterns of customers to predict their next moves make more informed decisions. With stellar ratings and reviews, this course is a crowd favorite.

 

Key USPs-

– The lectures cover each concept at a perfect pace in an elaborate manner.

– The complete set of lectures are broken into appropriate sections which makes it easy for the students to follow.

– The instructor explains all the concepts in a simple yet concise manner.

– Learn to use various tools and to develop models and arrive at efficient solutions.

– The examples help you to understand the types of problems encountered in the real world.

– Flexible deadlines allow you to learn at your own pace and as per your convenience.

– Complete all the graded assessments to earn the program completion badge.

 

Duration: 4 weeks of study, 5 to 6 hours per week

Rating: 4.5 out of 5

You can Sign up Here

 

 

4. Predictive Analytics Nanodegree for Business (Udacity)

If you want to build a career as a data scientist or business analyst then this course is perfect for you. The main focus here is to understand the practical approaches to solve business problems with large datasets using predictive models. Start with the essential concepts that are necessary for a strong foundation before working with two leading software packages namely Alteryx and Tableau. After this move on to real-world examples of relevant challenges which will teach you how to apply this knowledge to boost your career.

 

Key USPs-

– The tutorial is very well designed and divided into appropriate sections.

– Learn the technique covered in the classes using hands-on real-life examples.

– Explore real-life business analytics problem, analyze the data and provide a recommended solution.

– Apply to highly challenging job profiles or start your own business.

– The interactive lessons, quizzes, and assignments make the nanodegree program experience enriching.

– Knowledge of algebra, descriptive statistics and excel will give you the upper hand in classes.

 

Duration: 3 months, 10 hours per week

Rating: 4.4 out of 5

You can Sign up Here

 

 

5. Predictive Analysis by IIM Bangalore (edX)

It is a fact that the analysis of key factors and decision making on their basis is an important part of making a business successful. This program is designed to help you understand the competitive strategy of predictive analysis. Understand how to predict the probability of the occurrence of future events such as loan defaults, customer churns, stock market fluctuation and more. Work on various regressive models and integrate them to solve problems. By taking this program you will be prepared for a career in the field of analytics.

 

Key USPs –

– Familiarize yourself with the relevant tools to analyze real-life business problems.

– Demonstrate case based practical challenges with the help of techniques to interpret model outputs.

– Each topic is covered individually in an elaborate manner with proper examples.

– Advanced statistical knowledge is required to make the most of the videos.

– Lots of exercises to follow along with the lectures for better understanding.

– Get access to the lectures and additional materials for free and earn the certification for an additional fee.

 

Duration: 1 course, 7 weeks per course, 4 to 5 hours per week

Rating: 4.6 out of 5

You can Sign up Here

 

 

6. Practical Predictive Analytics by University of Washington (Coursera)

If you are more of a hands-on learner then this practical program by the Universiy of Washington should definitely be on your checklist. In these classes, you will see how to design statistical experiments and analyze the results using modern methods. Explore the common pitfalls in interpreting statistical arguments and associated with big data. By applying the techniques of supervised and unsupervised learning, you will be able to predict the possible future scenarios.

 

Key USPs-

– Use resampling methods to make clear and bulletproof arguments without invoking esoteric notations.

– Apply the supervised and unsupervised learning concepts and methods.

– Learn to apply fundamental analytics to common business decisions.

– Plenty of assignments to practice the concepts covered in the lectures.

– Describe the common idioms of large-scale graph analytics including structural queries, traversals, page ranks, and community detections.

 

Duration: 4 weeks of study, 6 to 8 hours per week

Rating: 4.1 out of 5

You can Sign up Here 

 

 

7. Predictive Analytics for IoT Solutions by Microsoft (edX)

If you have the basic idea about IoT, basic programming, and general machine learning concepts and are looking forward to implementing that knowledge in a bigger scenario then this certification won’t disappoint you. The complete content is divided into four modules – machine learning for IoT, data preparation techniques, predictive maintenance modeling, fault prediction. With hands-on lessons and relevant exercises, you will be ready to find the solutions to real-world problems.

 

Key USPs-

– Apply deep learning to a predictive maintenance scenario and train, apply and evaluate the effectiveness of regression models.

– Explore machine learning scenarios and algorithms commonly encountered in the field of the internet of things.

– The instructor explains the ideas well and at a good pace.

– Prepare the data to perform different functions on them and apply feature engineering within the analysis process.

– Learn how to pick up algorithms to get a competitive advantage based on the business scenario.

– The lectures and additional study material can be accessed for free and the certification can be availed for an additional fee.

 

Duration: 1 course, 4 weeks per course, 2 to 3 hours per week

Rating: 4.5 out of 5

You can Sign up Here 

 

8. Predictive Analytics: Gaining Insights from Big Data (Future Learn)

This free online certificate program is designed to show you how predictive analytics tools can be used to gain information, knowledge, and insights from big data. Prior knowledge in SQL and Unix will be beneficial to follow the classes seamlessly. The lectures take a case study approach and let you apply built-in analytics functions and algorithms to let you predict crucial organizational decisions and act accordingly.

 

Key USPs-

– Perform estimation and prediction using linear regression, k-means clustering, and logistic regression.

– Assess the suitability of predictive models and evaluate them to gain accurate results.

– Each topic is covered in an elaborate manner with proper hands-on assignments.

– Acquire knowledge that will be beneficial to use in the workplace and in personal projects.

– The program can be taken for free and there is no extra cost for earning the certificate.

 

Duration: 4 weeks, 2 hours per week

Rating: 4.4 out of 5

You can Sign up Here 

 

 

So these were the 6 Best Predictive Analytics Tutorial, Class, Course, Training & Certification available online for 2019. Hope you found what you were looking for. Wish you a Happy Learning!