Are you fresher, a working professional, or a freelancer who wants to make a career in Data Analytics? If yes, then you need professional training to learn or improve your data analytics skill. There are a lot of courses available online. After research, User experience, courses value, and on expert advice we have listed top best online Data Analytics courses and certifications that will help you to start your career as well as become an effective and efficient data analyst.
Check listed best online data analytics courses.
1.Google Data Analytics Professional Certificate(Coursera)
The program is created by Google to develop the latest and in-demand data analytics skill. The program consists of 7 skill-based courses and one capstone project. Courses are taught by experts from Google. The program is most helpful for beginner, junior, or associate data analysts. Key analytics skill like data cleaning, analysis, & visualization is explained in a well-formated way with the help of spreadsheets, SQL, R programming and Tableau tools.
Key Highlights
Get understanding about analytics and How data analytics works.
Learn how to clean and organize data for analysis with the help of spreadsheets, SQL and R programming.
Develop analysis and data visualization skills.
Develop problem solving, critical thinking, and data ethics skills.
Work on projects find useful insights and visualize with attractive dashboard.
Alex a data analytics expert explain this certification in a great way. You can check in below video.
You will get all the skills require for a data analyst. If you want to start your career in data analysis this course will be very helpful because the course teaches you all the necessary tools and skills. After the courses, you will become a job-ready data analyst.
Rating-4.8
Duration-6 Months(10 hours per week)
Certificate-Yes(Shareable)
2.IBM Data Analyst Professional Certificate(Coursera)
The data analyst program designed by IBM. The program consist of 8 skill based courses and one capstone project. Rav Ahuja, Alex Aklson, Joseph Santarcangelo and 7 others highly skilled instructors taught you all the tools and concept of data analytics. Microsoft Excel, Python Programming, SQL, IBM Cognos Analytics, Data Analysis and Data Visualization (DataViz) are important skills that you will gain in this program.
Key Highlights
Learn the core principles of data analysis and gaining hands-on skills.
Working with various data analysis tools, including Excel, SQL, Python, Jupyter Notebooks, and Cognos Analytics, and gain practical experience.
Learn Data Analysis, visualization and dashboard.
Learn python for data analysis and Data Visualization with project.
Develop SQL skill for data analysis.
End of the program you will complete a capstone project to show your knowledge and learning.
After successful complete the program you will be able to analysis the data, create interactive dashboard, and present your insights and finding with latest analysis tools. The program is perfect fit for beginner who want to start their career in data analysis. You can combine all the project and make a portfolio on GitHub to show your skill and knowledge to rich potential employers.
Rating-4.6
Duration-11 Months(3 hours per week)
Certificate-Yes(Shareable)
3.Data Analysis and Presentation Skills by pwc(Coursera)
The program is offered by PricewaterhouseCoopers LLP. Alex Mannella an experienced instructor will teach you data analytic and presentation in the program. This program will help you get practical knowledge with data analysis and turning business intelligence and insights into real-world outcomes. Data Analysis, Data Visualization (DataViz), Data Cleansing, Data-Informed Decision-Making and Big data are some of the important skills that you will learn in this program.
Key Highlights
Understand data analysis and its impact on business decision.
Learn how to solve business problems with excel.
Develop advance excel and data visualization skill.
Learn how to present your insights and data with the help of Powerpoint.
Apply your learning and knowledge and complete capstone project.
The program will help you to solve business problem faster and effective way.You will learn important data analysis and communication tools and help you to present your insight in engaging way.
Rating-4.7
Duration-6 Months(3 hours per week)
Certificate-Yes(Shareable)
4.Data Analytics Basics for Everyone by IBM (edx)
The program is offered by IBM on edx. AI and Data Science Program Director Rav Ahuja is the instructor of this program. You will get clear understanding of what is Data Analysts, Data Scientists, and Data Engineers and how they work. You will gain an understanding of data structures, file formats, sources of data, data repositories, and Big Data. The course will teach you how a data analyst identifies, gather, wrangle, mine and analyze data, and finally communicate their findings to different stakeholders impactfully.
Key Highlights
Learn about different types of file format and source of data and how to work with them.
Understand Big Data platforms and ETL process.
Learn the process and tools require to gathering, wrangling, mining, analyzing and visualizing data.
At the end of the course you will get some exercises and a hands-on lab to test your understanding and learning.
After completing the course you will be able to enter a data analytics role. Leaner will also get a skill badge from IBM to show digital credentials.
Duration-5 weeks
Certificate-Yes(Shareable)
5.Data Analysis with Pandas and Python(Udemy)
The course is created by Boris Paskhaver a Software Engineer Consultant and Author he has created a comprehensive step-by-step courses. You will learn data analysis with Python’s pandas library. Data set included for practice. The lectures are easy to understand and concise. Step by step you learn python and data analysis.
Key Highlights
Learn basic python with crash course.
Understand filter and data extraction.
Learning merging, joining, concatenating and visualization.
Perform data operations in Python’s popular pandas library.
Understanding of manipulating 1D, 2D, and 3D data sets.
Learn to resolve common issues in broken or incomplete data sets.
Beginner can join this course but basic knowledge of ms excel, Python Programming and data types will help to get out most from the course.
Rating-4.7
Duration-20.5 Hours
Mode- Online
Certificate-Yes(Shareable)
6.SQL Masterclass: SQL for Data Analytics(Udemy)
The course is created by Start-Tech Academy The course covering basic to advanced SQL topics for SQL Database(PostgreSQL). SQL is most demanded skill for data scientists and data analyst. If want to start a career as a data scientist, data analytics or just grow you data analysis skills, this course will cover everything you need to know.
Key Highlights
Understand all essential SQL commands.
Learn SQL tools like GROUP BY, JOINS and Subqueries.
Master popular string, mathematical and date-time functions.
Learn best practice to use SQL queries.
After completing the course you can analyze data in SQL and start your career. Download Practice files. take Quizzes and complete Assignments to practice and a strong foundation on SQL.
Rating-4.5
Duration-7.5 Hours
Mode- Online
Certificate-Yes(Shareable)
7.Become a Data Analyst(Udacity)
This is a nano degree program on Udacity. The course mainly focuses on Python and SQL to find out insights, communicate useful findings, and provide data-driven solutions. The course will teach you how to work with messy and complex datasets, how to manipulate and prepare data for analysis, create visualizations & dashboard and tell a story with data.
Key Highlights
Learn data analysis process of wrangling, exploring, analyzing, and communicating data.
Understand and Work with data in Python, using libraries like NumPy and Pandas.
Learn how to apply statistics and probability to real-world business.
Learn to create visualization for analyzed data analysis. Display your insights and create a compelling story.
To join this course having experience working with data in Python (specifically NumPy and Pandas) and SQL are recommended.
Rating-4.6
Duration-4 Months(10 Hours per week)
Mode- Online
Certificate-Yes(Shareable)
8.Microsoft Excel – Data Analysis with Excel Pivot Tables(Udemy)
The course is created by Chris Dutton founder of Maven Analytics. Maven Analytics is a data analytics academy that is dedicate to teach Data analysis. In this course you will learn how to use excel and pivot table to analysis data in different cases.Raw data structure in Excel, Pivot Table layouts & styles, Design & formatting options, Sorting, filtering, & grouping tools, Calculated fields, items & values, Interactive Excel dashboards and many more topic are covered in this courses.
Key Highlights
Get comprehensive understanding of Excel Pivot Tables and Excel Pivot Charts.
Master unique Pivot Table tips, tools and case studies.
Learn how to use Pivot Tables, Pivot Charts and workflow in excel.
Learn when, why, and how to use Excel Pivot Tables, and introduce advanced sorting, filtering, and calculation tools.
Work on 10 real-world Pivot Table case studies to improve your data analysis skill.
Any one who want to works with Excel, want to become proficient in data exploration and analysis, or want to start career in data analysis or business intelligence can join this course.
Rating-4.6
Duration-6.5 Hours
Mode- Online
Certificate-Yes(Shareable)
9.Master programe in Data Analyst by Simplilearn
This data analysis Master’s Program provided by Simplilearn collaboration with IBM. In this analytic program, you will learn about various analytics tools and techniques, How to work with SQL databases, R, and Python, and find out insights from data and show your insight with interactive reports and dashboards. Learn most demanded data visualization tools Tableau and Power BI.
Key Highlights
Understand data analysis concepts.
Learn Business analytics with Excel.
Develop data visualization skills with Tableau and Power BI.
Become an expert on visualization techniques such as heat map, treemap, waterfall, Pareto, Gantt chart, and market basket analysis
Get in depth understanding of Python and R programming for data analytics.
Find out insights on several data visualization libraries in Python; including Matplotlib, Seaborn, and Folium.
Master SQL concepts such as Universal Query Tool and SQL command
Practice and apply your learning on Capstone and 15+ real life Data Analytics projects.
Beginners in the data analytics, Marketing, Sales or Supply chain professionals or Students in UG/ PG programs can join the program to start career in data analytic or improve data analytics skills.After competing this program you will have all the skills required to become a successful Data Analyst.
Rating-4.6
Duration-120+ Hours
Mode- Online classes by industry experts
Certificate-Yes(Shareable)
10.Data Analysis courses by LinkedIn Learning
LinkedIn Learning is providing different learning paths for data analysis. These learning paths help you to Learn the technical skills for data analyst, be proficient in high-demand analysis tools, and Build communication, teamwork, and problem-solving skills. The various instructor will teach you different parts of data analytic. all instructors are industries expert and masters in their skills.
Key Highlights
Start with learning basic of data analytics. Understand the basic concepts and learn how data analytics work.
Find out how to clean, Prepare and explore visually and describe data using statistical methods.
Learn fundamentals of descriptive and inferential statistics and data analysis with Excel.
Learn data visualization with most powerful tools POWER BI and TABLEAU.
You will learn data analysis with Excel, Power BI, and Tableau. after completing the course you will have a strong foundation on data analysis and you can start your career in data analytics.
Duration-20+ Hours
Mode- Online
Certificate-Yes(Shareable)
11.The Data Analyst Course: Complete Data Analyst Bootcamp 2021
The course is created by 365 career. The course included all data analytics training with python. The course mainly focus on Python, NumPy, Pandas, Data Collection, Preprocessing, Data Types, Data Visualization. The course will teaches the fundamentals and advance concepts that you need on the job. The course will prepare you for the entry-level data analytics job.
Key Highlights
Learn mathematics for Python
Understand different data types and learn how to extract data with simple script.
Learn how to prepare and clean data.
Learn how to create pie, bar, line, area, histogram, scatter, regression, and combo charts and develop data visualization skill.
Work with real world business problem and complete different project and Engage with coding exercises.
No prior experience is required. Course will start from very basic. The course is ideal for beginners, as it starts from the fundamentals and gradually builds up your skills.
Rating-4.5
Duration-20+ Hours
Mode- Online
Certificate-Yes(Shareable)
12.Data Analysis Bootcamp™ 21 Real World Case Studies(Udemy)
The course is designed by Rajeev D. Ratan and Nidia Sahjara both have good knowledge of analysis. The main aim of this course is learning by doing. You will learn Statistics, Data Wrangling, Data Science, Visualizations & Google Data Studio to analyze and visualize data.
Key Highlights
Understand the role and importance of a Data Analyst.
Learn answer the questions and solve problems through the use of technology.
Learn to use Python, Pandas, Matplotlib & Seaborn, Scikit-learn.
Understand Statistical Theory, Probability Theory, Distributions, Exploratory Data Analysis.
Learn Google Data Studio for Dashboard Creation.
Practice and learn with 20+ real world case studies.
anyone want to start the career in data analytics, Business oriented persons, anyone want to understand Data and uncover insights can join the course. To get most from this course familiar with basic programming concepts recommended.
Rating-4.3
Duration-15 Hours
Mode- Online
Certificate-Yes(Shareable)
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