Science and Analysis
Data Analytics training Karu
Course Description:
This 12-week course provides a comprehensive introduction to the field of data analytics, covering both theoretical and practical aspects of data analysis. Students will learn the fundamentals of data analytics, including data types, sources, and collection methods, and develop practical skills in data preprocessing, cleaning, and visualization using tools like Excel, Python, and data visualization libraries.
Through a combination of lectures, assignments, and projects, students will apply statistical analysis techniques, including probability, hypothesis testing, and regression analysis, to extract insights from data. Students will also design and build a data analytics project that integrates various techniques and tools learned throughout the course, and present their findings effectively to stakeholders.
By the end of this course, students will have a comprehensive understanding of data analytics and its applications, as well as hands-on experience with various data analytics tools and techniques. This course is ideal for anyone looking to start a career in data analytics or enhance their skills in this field.
Course Outline:
Week 1-2: Introduction to Data Analytics
- Overview of data analytics and its importance
- Data types, sources, and collection methods
- Introduction to Excel and Python for data analytics
Week 3-4: Data Preprocessing and Cleaning
- Data preprocessing techniques
- Handling missing data
- Data transformation and normalization
Week 5-6: Exploratory Data Analysis (EDA)
- Introduction to EDA
- Data visualization tools (Matplotlib, Seaborn)
- Descriptive statistics and data summarization
Week 7-8: Statistical Analysis
- Probability theory basics
- Hypothesis testing
- Correlation and regression analysis
Week 9-11: Data Analytics with Python
- Using Pandas for data manipulation
- Advanced data analysis techniques
- Time series analysis
Week 12: Data Analytics in Practice
- Building a data analytics project
- Project presentations and review
DURATION |12 WEEKS | 3 CLASSES IN A WEEK | 2-3 HOURS | ONLINE AND OFFLINE |KARU & BWARI ABUJA
NOW YOU HAVE A CHANCE TO CHANGE YOUR LIFE
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