Description
Data Science Fundamentals with Python and SQL Expertise, data Fundamentals of Science with Python and SQL, Construction foundation For your data science career. Develop practical experience with Jupyter, Python, SQL. Perform statistical analysis on real data sets. data Science Data science is one of the most popular professions of the decade, and the demand for data scientists who can analyze data and communicate results to inform data-driven decisions has never been higher. This specialization from IBM will help anyone interested in pursuing a career in data science by teaching them the fundamental skills to get started in this in-demand field.
Specialization It consists of 5 self-paced online courses that will give you the foundational skills you need for data science, including open source tools and libraries, Python, statistical analysis, SQL, and relational databases. You will learn these data science pre-requisites through practical exercises using real data science tools and real-world data sets. Above Upon successful completion of these courses, you will have the practical knowledge and experience to delve deeper into data science and work on more advanced data science projects. Else Syllabus In The specialization includes a number of hands-on labs and assignments to help you gain practical experience and skills with various data sets. Build your data science portfolio from the artifacts you produce during this program.
What you will learn
- working Knowledge of data science tools like Jupyter Notebook, R Studio, GitHub, Watson Studio
- Python Programming fundamentals including data structures, logic, working with files, implementing APIs, and libraries like Pandas and Numpy
- Statistical Analysis techniques including descriptive statistics, data visualization, probability distributions, hypothesis testing, and regression
- Relational Database fundamentals including SQL query language, SELECT statement, sorting and filtering, database functions, access to multiple tables
Who is this course for
- Above Upon successful completion of these courses, you will have practical knowledge and experience to tackle data science problems and challenges.
Uniqueness of Data Science Fundamentals with Python and SQL Expertise
- Publisher: Coursera
- Teacher: Murtaza Haider
- language English
- Level: Beginner
- No. of Courses: 5
- Duration: 2 months 10 hours per week
Content of Data Science Fundamentals with Python and SQL Specialization
Requirements
- Just basic computer literacy and a willingness to self-learn online. No prior knowledge of computer science or programming languages required.
Pictures
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installation Guide
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Subtitles: English
Quality: 720p
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Tools for Data Science
Python for Data Science, AI, and Development
Python Projects for Data Science
Statistics for Data Science with Python
Databases and SQL for Data Science with Python
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file size
864MB