Course Description
The Data Science and Machine Learning Certification program at Toque Academy in Mangalore equips you with the skills to analyze, interpret, and derive insights from complex data. You’ll learn core concepts such as data preprocessing, statistical analysis, machine learning algorithms, and data visualization, while gaining hands-on experience with industry-standard tools like Python, R, Power BI, and Excel. This certification empowers you to solve real-world problems by transforming raw data into actionable business intelligence.
Whether you want to specialize in predictive analytics, data engineering, or AI-driven automation, this certification opens numerous career opportunities in data science and machine learning. You’ll learn to build machine learning models, create interactive dashboards, and automate data workflows, preparing you for roles such as Data Analyst, Machine Learning Engineer, and Data Scientist in today’s data-centric industries.
Skills Covered in Interior Design
- Gain proficiency in tools like Python, R, Power BI, and Excel to collect, clean, analyze, and visualize large datasets for business insights.
- Understand and apply machine learning algorithms including regression, classification, clustering, and recommendation systems to solve complex problems.
- Develop data visualization expertise using Power BI, Matplotlib, and Seaborn to create clear , interactive reports and dashboards.
- Build project management skills to handle data science workflows from data collection through model deployment, ensuring efficiency and accuracy.
- Learn best practices in data preprocessing, feature engineering, and model evaluation to improve the reliability and scalability of your solutions.
- Stay updated with the latest trends in data science and AI to deliver innovative and effective data-driven strategies for businesses.
Frequently Asked Questions (FAQ)
What is the duration of the Data Science and Machine Learning course at Toque Academy Mangalore?
The course typically spans 3 to 6 months, depending on the learning track (regular, weekend, or fast-track) and the depth of project work.
Do I need prior coding experience to join this program?
Basic programming knowledge is helpful, but not mandatory. The course includes foundational training in Python and R.
What tools and technologies will I learn during this course?
You will gain hands-on experience with Python, R, Excel, Power BI, and libraries such as Scikit-learn, Matplotlib, Seaborn, and Pandas.
Will I work on live or real-world projects?
Yes, the program includes capstone projects and real-world case studies across industries like finance, healthcare, and retail.
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