
Data Analyst Expert
3 hours ago
Program Overview
The RESO advanced skills program is designed to empower Bahrainis with specialized training in cutting-edge technology fields. This 6-month virtual training experience, structured into several modules, builds foundational knowledge and practical skills.
Course Emphasis
- Real-world applications using tools like Python, Tableau, and Tensor Flow
- Collaborative environment through peer discussions and group projects
- Self-directed learning allowing participants to tailor their experience to personal goals
Data Analytics Fundamentals
- Core data analytics concepts, applications, and methodologies
- Basic statistical concepts and probability
- Data privacy, security, and ethical considerations in data collection and handling
Data Wrangling Fundamentals
- Data querying using SQL
- Data cleaning and preprocessing techniques
- Addressing common data challenges like missing values, outliers, and inconsistencies
Data Visualization
- Data visualization principles and best practices for effective communication
- Creating compelling static and interactive visualizations using Python libraries
- Hands-on experience with Tableau for business intelligence applications
Statistical Analysis and Hypothesis Testing
- Inferential statistics and its key concepts
- Hypothesis testing and A/B testing for data-driven decision-making
- Correlation and regression analysis to understand relationships in data
Machines Learning Fundamentals
- Core machine learning concepts and their applications
- Supervised learning algorithms, including classification and regression techniques
- Feature engineering, regularization, and model validation methods
Eligibility Criteria
- Bahraini national aged 18 years and above
- Applicant can be a Jobseeker, an employee, or self-employed
- Meets the requirements of the awarding body and training program
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