Best Courses to Learn Everything in Data Science

There are various practical skills and theoretical concepts that together shape you into an ideal candidate for a Data Science job. You cannot learn all Data Science skills and concepts from just one course doesn’t matter how comprehensive it is. So, if you are looking for some courses you can follow to learn everything in Data Science, this article is for you. In this article, I’ll take you through a list of free and paid Data Science courses you can follow to learn everything in Data Science.

Best Courses to Learn Everything in Data Science

Below are some of the best free and paid courses to learn everything in Data Science.

Programming Languages for Data Science

The courses below will help you master programming skills, primarily in Python and R, which are essential for data manipulation, analysis, building predictive models, and many more operations to solve problems with data:

1. Introduction to Python Programming (Free Course)
2. Data Analysis with R (Free Course)

Statistics and Probability for Data Science

The courses below will help you understand the statistics and probability concepts crucial for data analysis and inference:

1. Statistics by Udacity (Free Course)
2. Advanced Statistics Specialization
3. Statistics for Data Science with Python
4. R Programming for Statistics and Data Science

Data Manipulation and Cleaning

The courses below will help you learn to clean and preprocess data, which is a vital step before analysis:

1. Introduction to Data Analysis with Pandas and NumPy
2. Data Manipulation with R

Data Visualization

The courses below will help you master the art of visualizing data to uncover insights and communicate findings:

1. Data Visualization with Python
2. Data Visualization with R
3. Data Visualization in Tableau by Udacity (Free Course)
4. Data Visualization with Tableau Specialization
5. Data Visualization with Power BI by Great Learning (Free Course)
6. Microsoft Power BI Professional Certificate

Machine Learning Algorithms

The courses below will help you gain a deep understanding of machine learning algorithms and their applications:

1. Machine Learning Crash Course by Google Developers (Free Course)
2. Machine Learning Specialization by the University of Washington

You can also follow my book on Machine Learning algorithms to learn Machine Learning algorithms in the most simple words. Find it here.

Deep Learning and Neural Networks

The courses below will help you dive deeper into neural networks and advanced machine learning:

1. Introduction to TensorFlow for Deep Learning (Free Course)
2. Introduction to Deep Learning with PyTorch (Free Course)
3. Deep Learning Specialization

You can also follow my book on Machine Learning algorithms to learn Deep Neural Networks in the most simple words. Find it here.

Big Data Technologies & ETL Pipelines

The courses below will help you learn to process and analyze large datasets using big data technologies:

1. Data Pipelines Pocket Reference
2. ETL and Data Pipelines with Shell, Airflow, and Kafka
3. ETL in Python Course by Datacamp
4. Apache Hadoop
5. Apache Spark
6. Apache Kafka
7. Apache Airflow

SQL and Database Management

The courses below will help you master SQL for data extraction and learn the fundamentals of database management:

1. SQL for Data Science by Udacity (Free Course)
2. SQL for Data Science by the University of California

Summary

So, this is the list of some of the best free and paid courses to learn everything in Data Science. There are various practical skills and theoretical concepts that together shape you into an ideal candidate for a Data Science job. You cannot learn all Data Science skills and concepts from just one course doesn’t matter how comprehensive it is. I hope this list will help you.

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