These are online learning resources I have accomplished on my journey to learn Data Science (Analytics focused).

DATA SCIENTIST CERTIFICATES & LEARNING RESOURCES

1.  Data Scientist Specialization (issued by Coursera, lectured by John Hopkins University)

DATA ANALYST CERTIFICATES & LEARNING RESOURCES

1.  Data Analyst with Python Career Path (issued & lectured by DataCamp) - includes 17 courses

2. Marketing Analytics with Python (issued & lectured by DataCamp) - includes 7 courses

3. Google Data Analyst Certificate (issued by Coursera, lectured by Google) - includes 8 courses

4. Tableau Fundamental Skill Track (issued & lectured by DataCamp) - includes 5 course

5. Data Analyst with R Career Path (issued & lectured by DataCamp) - includes 19 courses

6. From Data to Insights with Google Cloud Platform (issued by Coursera, lectured by Google) - includes 4 courses

7. Business Analytics Specialization (issued by Coursera, lectured by University of Pennsylvania) - includes 5 courses

8. Statistic Fundamentals with Python (issued & lectured by DataCamp) - includes 6 courses

9. SQL Basic & Intermediate Certification (issued by HackerRank)

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COURSES​

1. A/B Testing (issued by Udacity, lectured  by Google)

2. Model Thinking (issued by Coursera, lectured by University of Michigan)

3. Analyzing and Visualizing Data with Power BI (issued by EdX, lectured by Davidson University)

4. Excel Fundamentals for Data Analytics (issued by Coursera, lectured by Macquarie University)

5. Fundamental of Data Analytics (issued & lectured by LEAPS Analyttica)

6. A Complete SQL Course 2021 (issued & lectured by Udemy)

7. Statistical Techniques in Tableau (issued & lectured by DataCamp)

8. Intermediate Data Visualization with ggplot2 (issued & lectured by DataCamp)

9. Working with Dates and Times in R (issued & lectured by DataCamp)

10. Introduction to Writing Functions in R (issued & lectured by DataCamp)

11. Exploratory Data Analysis in R (issued & lectured by DataCamp) 

12. Statistics in R (issued & lectured by DataCamp)

13. Regression in R (issued & lectured by DataCamp)

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OTHER RESOURCES

1. W3School - a web for learning SQL & Python

2. Free Code Camp - a youtube channel for learning databases & coding

3. Statistics & Probability Online Book - a book collects all fundamental understanding about statistics and probability

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