If you’re looking for ways to learn more about the world of big datasets, here we’ve put together some of the best resources out there.
We’ve included both free and premium options across several categories from beginner to expert levels.
At present, the average salary for someone who works as a Datamining Analyst is $64200.
For someone who wants to become an expert in the field, they need a strong background in the theoretical aspects of data mining.
Best 6 Data Mining Courses Online
Below we’ve listed some of the most popular and highest-ranked data science training courses and programs available today.
1. Data Mining Courses from Udemy
Udemy is an online education portal offering classes for free and paid ones. It offers various data mining-related topics from beginner to advanced levels.
Students who find it hard to pay attention may use the filter option offered on the site. You can choose among the top-ranked, most viewed, and latest.
Some of the best-reviewed classes include – Data Cleaning – For Further Data Analysis, and Complete Data Analyst Bootcamp. On average, they receive an overall score of 4.5 out of 10.
What Will You Learn:
- Python for Data Science
- Data mining and natural language processing in R
- Data Mining with R
- Tableau 20 Advanced Training:
- Outliers detection algorithms in data mining and data science
Course Duration: Self-Paced
Register here to take these courses.
2. Data Mining Specialization Course from Coursera
This specialization taught by Illinois University will teach students how to use various methods to analyze both structured and unstructured datasets.
The core modules include pattern recognition, clustering, text retrieval, text analysis and analytics, and visualization.
This program is hugely popular amongst learners worldwide. More than 40,000 people have already signed up for this online learning platform and the feedbacks from past participants are extremely positive. The average score is four out of five.
What You Will Learn:
- Data Clustering Algorithms
- Text Mining
- Data Visualization Software
- Information Retrieval (IR)
- Data Visualization
- Data Mining Techniques
- Machine Learning
- Tableau Software
- Document Retrieval
- Recommender Systems
- Probabilistic Models
It takes six (6) month(s), seven (7) hour(s) per week
Sign Up Here to Take This Course
3. Predictive Analytics and Data Mining from the University of Illinois
This popular online course aims to teach students how to use data analysis effectively to solve day-to-day operations challenges.
It has been attended by more than 10 thousand people worldwide, and its reviews have a good rating of four point four out of ten.
- Predictive Analytics
- Decision-Making Software
- Geodemographic Segmentation
- Validated Learning
Course Duration: 24 Hrs Approximately
4. Data Analytics Online Training from Edureka
R is the most widely used statistical software package. It has been chosen by statisticians worldwide for its ease of use, flexibility, and a large number of useful packages.
On average, a senior data scientist earns $123k per year. According to PayScale salary data, people who earn a certificate after completing this class are employed by some of the most prestigious tech firms including VMware, Cisco, Dell, etc. There are more than 25k enrolled in this class until now.
- Basic of R Programming
- Data Import Techniques in R
- Exploratory Data Analysis
- Data Visualization in R
- Cluster Analysis Techniques of Data Mining
- Association rule mining and collaborative filtering in data mining
- Linear and Logistic Regression
- ANOVA and Sentiment Analysis
- Decision trees and random forest models are two types of classification models
Course Duration: Self Paced
5. Online Data Mining Courses (Harvard University)
Harvard University has two courses available for its business school graduates. One is called “Harvard Business Analytics” which costs $10,000 per year and another is called “Harvey Mudd College’s Introduction to Computer Science” which is free.
The free course teaches how to process and convert unstructured raw datasets into structured ones needed for analytics.
The paid course is aimed at equipping aspiring and established leaders in every field to deal with challenges in today’s digital world. It is an advanced level course and highly recommended.
- Digital Strategy and Innovation
- Programming and Data Science Systems
- Leadership, Innovation, and Change
- Operations and Supply Chain Management
- Foundations of Quantitative Analysis
- Leadership and People Analytics
- Data-Driven Marketing
- Data Science Pipeline and Critical ThinkingCourse
6. Data Mining and Analysis from Stanford
This is an intermediate-level course aimed at students who already know some basic concepts in statistics, linear algebra, and computer science.
After completing this class, participants will be able to use data mining techniques to analyze large data sets. They include very large databases or web mining.
- Decision trees
- Association rules
- Clustering
- Case-based methods
- Data visualization
We hope this list of best online data science courses, training, classes, certifications, courses, and training will help you start your successful data science career and/or startup.
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