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Welcome to our Data science Roadmap

Data science is the study of data to extract meaningful insights for business. It is a multidisciplinary approach that combines principles and practices from the fields of mathematics, statistics, artificial intelligence, and computer engineering to analyze large amounts of data.

Data scientists examine which questions need answering and where to find the related data. They have business acumen and analytical skills as well as the ability to mine, clean, and present data. Businesses use data scientists to source, manage, and analyze large amounts of unstructured data.

Our roadmap includes the essential skills and knowledge you need to acquire, as well as the tools and resources necessary to succeed in this field. From learning programming languages such as Python and R, to mastering statistical analysis and machine learning algorithms, we have everything you need to get started.Our goal is to help you build a strong foundation in data science and set you on the path to achieving your career goals.

Mathematics

Calculus

Linear Algebra

Differential Calculus

Statistics

Learn statistics

Hypothesis testing

Probability and sampling

A/B testing

Increasing test sensitivity

Ratio Metrics

Econometrics

Prerequisites of econometrics

Regression

Time series

Learn coding

python

Data structurs and algorithms

SQL

Exploratory data analysis

Data understanding

Data analysis

visualization

Machine learning

classic Machine learning

Advanced Machine learning

Deep learning

Deep learning

Transformers

Transfer learning

Machine Learning Operations

Deployment

Data Science Tutorials

Data Science Tutorials

In this channel, my objective is to go through R for its programming and statistical analysis technique.

is a preferred programming language for statistician and researcher because of its easy to follow programming syntax and depth of the analysis packages available.

Learn with me
Yury Zablotski

Yury Zablotski

This channel is dedicated to data analytics, data science, statistics, machine learning and computational science! Join me as I dive into the world of data analysis, programming and coding.

Whether you're interested in business analytics, data mining, data visualization, or pursuing an online degree in data analytics, I've got you covered. If you are curious about Google Data Studio, data centers and certified data analyst and data scientist programs, you'll find the necessary knowledge right here. You'll greatly increase your odds to get online master's in data science and data analytics degrees.

Learn with me