Description
Data Science Fundamentals with Python and SQL Specialization, the Data Science Fundamentals with Python and SQL Specialization course is published by Coursera Academy. Build a solid foundation in the data science profession And Have hands-on experience with Jupyter, Python, SQL. Perform statistical analysis on real data sets. Data science is one of the hottest professions of the decade, and the demand for data scientists who can analyze data and communicate results to inform data-driven decisions is high. This specialization from IBM will help anyone interested in a career in data science by teaching them the essential skills to get started in the field.
This specialization consists of 5 self-paced online courses that provide you with the basic skills required for data science, including various tools and libraries, Python, statistical analysis, SQL, and relational databases. You will learn these data science prerequisites through hands-on practice using real data science tools and real-world datasets. Upon successful completion of these courses, you will have the knowledge and practical experience to delve deeper into data science and work on more advanced data science projects. All courses in this specialization include numerous labs and practical assignments that help you gain experience and practical skills with different datasets. Build your data science portfolio from what you produce during this program.
What you will learn
- Familiarity with data science tools such as Jupyter Notebooks, R Studio, GitHub, Watson Studio
- Fundamentals of Python programming including data structures, logic, working with files, calling APIs and libraries such as Pandas and Numpy
- Statistical analysis techniques including descriptive statistics, data visualization, probability distribution, hypothesis testing and regression
- Relational database basics including SQL query language, statement selection, sorting and filtering, database functions, access to multiple tables
Who is this course suitable for?
- Upon successful completion of these courses, you will have the knowledge and practical experience to begin tackling data science problems and challenges.
Data Science Fundamentals with Python and SQL Specialization course specifications
- Publisher: Coursera
- teacher : Murtaza Haider
- English language
- Education level: introductory
- Number of courses: 5
- Duration of training: 2 months including 10 hours of work per week
Chapters of Data Science Fundamentals with Python and SQL Specialization course
Course prerequisites
- Just basic computer literacy and willingness to self-learn online. No prior knowledge of computer science or programming languages required.
Pictures
Sample video
Installation guide
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Subtitle: English, Farsi (not complete)
Quality: 720p
download link
Tools for Data Science
Python for Data Science, AI & Development
Python Project for Data Science
Statistics for Data Science with Python
Databases and SQL for Data Science with Python
File(s) password: www.downloadly.ir
Size
864 MB
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