This career path is designed for individuals aiming to master the field of data science, covering a wide spectrum from statistical analysis to deep learning with TensorFlow. Students will acquire skills in Python programming, data manipulation, machine learning model development, and advanced data analysis techniques, equipping them to handle real-world data science challenges.
Duration: 4 Months (10 hours / week)
Group Sessions:
- Thursday - 8:00PM - 9:00PM (UTC-4)
- Saturday - 9:00AM - 12:00PM (UTC-4)
Key Learning Objectives:
- Fundamental and advanced Python programming for data analysis and manipulation.
- Proficiency in SQL for database querying and data retrieval.
- Comprehensive understanding of machine learning, including both theory and practical application using various Python libraries.
- Advanced statistical methods and predictive modeling to solve complex data problems.
- Techniques for data visualization and communication to translate technical findings into actionable business insights.
- Deployment of machine learning models using Azure Machine Learning.
Expected Competencies and Skills:
- Deep understanding of data science and machine learning concepts and tools.
- Ability to extract, manipulate, and analyze large datasets from various sources to derive meaningful insights.
- Skills to build, validate, and deploy machine learning models effectively.
- Proficiency in using major data science tools and platforms, including Python, SQL, Tableau, and Azure.
- Enhanced career opportunities in industries that rely on data-driven decision making.
Requirements
High School Diploma or Equivalent:
- Completion of high school education or equivalent certification is required.
- Applicants must provide proof of completion, such as a high school diploma or equivalent document.
Academic Performance:
- A minimum GPA requirement (e.g., 3.0 on a 4.0 scale) is necessary for eligibility.
- Submission of academic transcripts demonstrating satisfactory performance throughout high school is required.
Proficiency in English:
- B2 or Greater:
- Extended speech and articles
- Fluent interaction and detailed text
Benefits
- Get access to 120 hours of demand content on Udemy Business Pro, which includes a course cost of approximately US$465.00.
- Participate in 16 hours of workshop sessions led by industry experts who have worked at top Fortune 500 companies such as FedEx, MSC, and Google.
- Engage in 3 real-world project labs to enhance your learning experience through hands-on practice. The labs are designed to give you a taste of authentic tasks and allow you to assess your own readiness.
- Benefit from 8 assessments that provide guidance on content based on your individual results.
- DP-100 A-Z Machine Learning using Azure Machine Learning certificate preparation course designed to enhance your knowledge and elevate your problem-solving skills.
