Top 15 Best Online Data Science Courses to learn Data Science
Are you searching for the best online Data Science courses for learning Data Science?
Then you came to the right place.
Data science is the process of using algorithms, methods, and systems to extract knowledge and insights from huge amounts of structured and unstructured data.
So in this process, it contains different stages like
1. Understanding of Business
2. Data Collection
3. Data Preparation
4. Data Modelling
5. Interpreting Data
6. Presentation
To work on different stages of the data science life cycle, you need to learn different tools and programming languages.
As per the glassdoor report on the skills that are most frequently mentioned skills in job postings for data science positions are Python, R, SQL, Hadoop, Java, SAS, Spark, Matlab, Hive, and Tableau.
But among these, Python, R, and/or SQL, Hadoop skills are most common in data science job postings?
Here, we have curated the best & highest rated Online Data Science Courses from the world’s top Universities and Institutes.
Let’s start.
Top 15 Best Online Data Science Courses
Do you want to become a Data Science Expert? Then Learn Data Science Online is the best course for you.
About the Course:
- It contains 330+ interactive courses combining short videos with hands-on exercises.
- Learn Python, R, SQL, Scala, Tableau and Other tools
- Skills in data manipulation, data visualization, statistics, machine learning, and more
- Get personalized course recommendations
- Earn certificates as you complete courses covering the entire data science workflow
- Real-world projects and daily practice challenges.
- A total of 6,270,000 students joined in this course.
The Data Scientist Nanodegree program is an advanced program designed to prepare students for Data Scientist jobs
You must have basic skills in Machine Learning, Python, Probability and Statistics, Mathematics, Data Wrangling, and Visualization then this course is suitable for you.
About the Course:
- Master the skills necessary to become a successful Data Scientist.
- Learn the data science process
- Develop software engineering skills
- Learn to work with data through the entire data science process
- Learn to design experiments and analyze A/B test results
- build your own open-ended Data Science project
- On average, successful students take 4 months to complete this program
- Technical mentor support
- Personal career coach & career services
- Flexible learning program
Are you searching for free data science courses to learn data science skills needed to be a successful data scientist?
Then, the Professional Certificate in IBM Data Science is one of the best courses for you.
In this course, you can learn Data Science from the basic fundamentals to advanced concepts.
About the Course:
- IBM's IBM Data Science Professional Certificate contains 9 Courses.
- Learn the basics of data science from real data scientists
- Tools and algorithms used on a daily basis within the field
- Methodology, practices, and requirements behind data science
- Learn how to communicate and extract data from databases using SQL.
- Learn how to use Python for Data Science.
- You will learn how to analyze data in Python.
- Learn NumPy, pandas for data analysis.
- Data visualization libraries in Python, including Matplotlib, Seaborn, and Folium
- Supervised and Unsupervised learning algorithms in machine learning
- Data Science and Machine Learning Capstone Project to apply your learning skills.
You want to master the concepts of Data Management, Statistics, Machine Learning and Big Data together?
The Data Scientist Masters Program which is designed by industry experts is suitable for you.
About the Course:
- Extensive Program with 12 Courses
- 250+ Hours of Interactive Learning
- Instructor -Led and Self Paced Courses
- Learn Statistics, Data Science, Python, Apache Spark & Scala, Tensorflow and Tableau
- Starts with Basics of Python.
- Learn Python libraries such as Pandas, Numpy, Matplotlib
- SoftMax function, Autoencoder Neural Networks, Restricted Boltzmann Machine (RBM)
- Machine Learning Algorithms like K-Means Clustering, Decision Trees, Random Forest, and Naive Bayes using R
- Get Certificate of Completion for Masters Program
- The duration to complete this program is 34 weeks
Are you new to Data Science and want to learn Data Science skills from real world case studies?
Then, the Professional Certificate in Data Science from Harvard University is suitable for you.
About the Course:
- This course contains 9 skill-building courses
- Self-paced courses
- Learn R programming skills from the beginning
- Statistical concepts such as probability, inference, modelling
- Gain experience with the tidyverse, including data visualization with ggplot2 and data wrangling with dplyr
- Unix/Linux, git and GitHub, and RStudio
- Data conversion process
- Learn to implement linear regression using R
- Machine learning algorithms
Are you passionate about Data Science or working in Data Science and want to grow your career in Data Science?
Then Post Graduate Certification in Data Science from Electronics & ICT Academy, IIT Guwahati is best for you.
About the Course:
- 450+hrs of Live Classes and 30+ assignments
- 100+ Case Studies and 20+ Projects
- Python Programming for Data Science
- Statistics foundation
- Machine Learning
- AI and Deep Learning Essentials
- Data Mining and warehousing
- Big Data Basics
- Apache Spark
- Data Visualization using Tableau
- Working on an industry-grade project is part of your program
- Practice your skills in the advanced data science lab.
If you don’t know about Data Science and want to explore the concepts of Data Science?
Then Introduction to Data Science – Revised from Alison is one of the free data science courses online.
About the Course:
- Learn about the fundamentals of Data Science and methodologies used in the Data science process
- Introduction to machine learning
- Learn about regression and classification
- Clustering algorithms
- Azure ML for Data Science projects.
- 21,684 Students Enrolled in this course
Are you interested in learning data science online and searching the best online courses for Data Science?
Then Data Science A-Z with real-life Data science exercises is the best course for you.
About the Course:
- Learn Data Science step by step through real Analytics examples
- This course contains 21 hours of on-demand video and 6 articles
- Get a Full Overview of the Data Science process.
- Perform Data Mining in Tableau
- Basic Tableau Visualisations
- Ordinary Least Squares method to Create Linear Regressions
- Use Backward Elimination, Forward Selection, and Bidirectional Elimination methods to create statistical models
- Transform independent variables for modeling purposes
- Create a Robust Geodemographic Segmentation Model
- SQL Server Integration Services (SSIS) to upload data into a database
- Deal with Text Qualifier errors in RAW data
- 175,013 students enrolled and gave 4.6 ratings out of 5.
Are you searching for the best data science course online to start your career in Data Science?
Then, the Data Science specialization course from Johns Hopkins University is for you.
Here you will learn the entire data science pipeline from data acquisition to publication.
About the Course:
- This specialization course contains a total of 10 courses.
- After the completion of each course, you will get a certificate.
- Learn the main tools and ideas in the data scientist's toolbox
- Basics of R and how to use R for effective data analysis
- Methods of Data Collection, Data Cleaning
- Exploratory techniques for summarizing data
- Concepts and tools behind reporting modern data analyses.
- Statistical Inference
- Regression Models
- Practical Machine Learning
- Developing Data Products
- working Data Science Capstone project to show your skills.
- 316,598 students enrolled and gave a 4.5 rating out of 5.
The Data Science Course 2020: Complete Data Science Bootcamp is one of the best online courses for Data Science.
Where you will learn the entire skills to become a data scientist.
About the Course:
- It has 28.5 hours of on-demand video, 90 articles, and 154 downloadable resources
- Calculus and linear algebra, Statistics
- Developing, implementing, and deploying machine learning models using Python
- Present and visualize the data’s story using Tableau
- Regressions, clustering, and factor analysis
- Learn top data science skills like Statistical analysis.
- Python programming with NumPy, pandas, matplotlib, and Seaborn.
- Advanced statistical analysis
- Tableau, Machine Learning with stats models and scikit-learn,
- Deep learning with TensorFlow
- 290,624 students enrolled and gave 4.5 ratings out of 5.
If you have basic knowledge in Data Science and want to know the advanced concepts of data science?
Then this MicroMasters® Program in Data Science from the University of California, San Diego is for you.
About the Course:
- Learn data science skills from professors and trainers from the university.
- Comprises 4 certification courses, Machine learning Fundamentals, Python for Data Science, Probability and Statistics in Data Science using Python, Big Data Analytics Using Spark
- Understand machine learning's role in data-driven modeling, prediction, and decision-making.
- Learn to use powerful, open-source, Python tools.
- Pandas, Git, and Matplotlib, to manipulate, analyze, and visualize complex datasets.
- Learn statistical and probabilistic approaches to understand and gain insights from data.
- Learn how to analyze large datasets using Jupyter notebooks, MapReduce and Spark as a platform
- Practical assignments and projects
Do you know the basic concepts of Python and want to learn data science? Then this Python Certification Training for Data Science for you.
About the Course:
- 42 Hours of Online Live Instructor-led Classes
- Learn Data science with live projects.
- Every class will be followed by practical assignments
- Learn data science concepts from scratch
- Learn techniques to deal with different types of data – ordinal, categorical, encoding
- Learn data visualization
- Work with real-time data
- Machine Learning algorithms and their implementation
- Expertise in data operations, file operations, object-oriented programming concepts.
- Learn Python libraries such as Pandas, Numpy, Matplotlib
Do you have knowledge in Maths and statistics and want to pursue your career in data science?
Data Science Certification Course using R helps you gain knowledge of the entire life cycle of Data Science.
About the Course:
- Describe the Data Science Life Cycle
- Analyze several types of data using R
- Work with different data formats like XML, CSV, etc.
- Learn tools and techniques for Data Transformation
- Learn tools and techniques for Data Transformation
- Discuss Data Mining techniques and their implementation
- Analyze data using Machine Learning algorithms in R
- Explain Time Series and its related concepts
- Perform Text Mining and Sentimental analysis on text data
- Gain insight into Data Visualization and Optimization techniques
- Understand the concepts of Deep Learning
- Learn strong theoretical concepts along with real-life projects using different tools
- Learn data science with real-life industry-based projects
- Learn the process and derive insights from the data set, extract meaningful data from the set
- Data Visualization and Optimization techniques
Do you want to start a career in Data Science? or
Are you a data analyst and want to improve your skills in Machine Learning?
Then, Machine Learning A-Z: Hands-On Python & R In Data Science course enables you to learn machine learning in a step by step manner along with Data science concepts.
About the Course:
- This course comprises 44 hours on-demand video, 74 articles and 38 downloadable resources.
- Packed with practical exercises that are based on real-life examples
- Learn Data Preprocessing concepts
- Various Regression methods
- Learn complex theory, algorithms, and coding libraries in a simple way.
- Building robust Machine Learning models.
- Natural Language Processing
- Deep Learning
- Model Selection & Boosting
Do you want to start a career in Data Science? or
Are you a data analyst and want to improve your skills in Machine Learning?
Then, Machine Learning A-Z: Hands-On Python & R In Data Science course enables you to learn machine learning in a step by step manner along with Data science concepts.
About the Course:
- This course comprises 25 hours of on-demand video, 13 articles, and 5 downloadable resources.
- Programming with Python
- NumPy with Python
- Using pandas Data Frames to solve complex tasks
- Use pandas to handle Excel Files
- Web scraping with python
- Connect Python to SQL
- Use matplotlib and seaborn for data visualizations
- Use plotly for interactive visualizations
- Machine Learning with SciKit Learn
- K Nearest Neighbors
- Random Forests
- Natural Language Processing
- Neural Nets and Deep Learning
- 360,125 students enrolled and gave 4.6 ratings out of 5
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