{"id":3432,"date":"2026-02-24T13:01:22","date_gmt":"2026-02-24T13:01:22","guid":{"rendered":"https:\/\/smartdatawarehouse.net\/institute\/?page_id=3432"},"modified":"2026-02-27T09:24:22","modified_gmt":"2026-02-27T09:24:22","slug":"advanced_data-science","status":"publish","type":"page","link":"https:\/\/smartdatawarehouse.net\/institute\/advanced_data-science\/","title":{"rendered":"ADVANCED DATA SCIENCE"},"content":{"rendered":"\t\t
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ADVANCED DIPLOMA IN DATA SCIENCE<\/h1>\t\t\t<\/div>\n\t\t\t\t\t\t
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(Advanced Data Science & Cloud Deployment)<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The Advanced Diploma in Data Science equips professionals to build scalable machine learning solutions using Azure Machine Learning and Databricks. Covering full-cycle MLOps, advanced model tuning, governance, and monitoring, the program transitions learners from Python to PySpark for distributed computing, preparing them to deploy enterprise-grade, production-ready data science systems.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\tONE YEAR<\/b>
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6 MONTHS<\/b>
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PROFESSIONAL DIPLOMA<\/b>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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HYBRID<\/b>\t\t\t\t\t<\/p>\n\t\t\t\t\n\t\t\t<\/div>\n\t\t\t\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t

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\n\t\t\t\t\t\t\n\t\t\t\t\t\t\tTUITION\t\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/h3>\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t

\n\t\t\t\t\t\tNGN1,500,000<\/b>
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CAD 8,500<\/span>
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Be in Demand with Our Professional Training<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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The Advanced Diploma in Data Science is designed for learners who have completed the Foundational Diploma or possess equivalent industry experience. This program advances beyond small-scale modeling into big data engineering, cloud-native machine learning, and end-to-end deployment pipelines, preparing students to operate confidently in enterprise-grade environments.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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WHAT YOU WILL MASTER<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Scalable data science workflows using Azure ML and Databricks<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Full cycle MLOps from model training to CI\/CD deployment<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Advanced model tuning and evaluation using large datasets<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Governance, monitoring, and reproducibility in production environments<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Transition from Python to PySpark for distributed computing and big data modeling<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t
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WHAT YOU WILL GAIN<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tSmart Data Institute \u2014 Where Data Careers Begin<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

Launch your journey into the world of Data Science with a program designed to build real expertise in analytics, Machine Learning, and Deep Learning.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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Gain the most in-demand skills \u2014 from Python programming and data wrangling to predictive modeling and AI-driven analytics used by top global companies.<\/p>

\u00a0<\/p>

Learn From The Best Professionals<\/strong><\/h3>

Our instructors are seasoned data experts who bring years of real-world experience to help you master practical problem-solving in today\u2019s data landscape.<\/p>

Hands-On Learning Experience<\/strong><\/h3>

Work on real-world datasets, projects, and case studies that prepare you to analyze, interpret, and visualize data like a professional Data Scientist.<\/p>

Global Career Opportunities<\/strong><\/h3>

Open doors to a world of possibilities \u2014 from Data Analyst and Machine Learning Engineer to AI Researcher \u2014 and become globally competitive in the data-driven economy.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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Our instructors are seasoned data experts who bring years of real-world experience to help you master practical problem-solving in today\u2019s data landscape.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\tHands-On Learning Experience<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

Work on real-world datasets, projects, and case studies that prepare you to analyze, interpret, and visualize data like a professional Data Scientist.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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Open doors to a world of possibilities \u2014 from Data Analyst and Machine Learning Engineer to AI Researcher \u2014 and become globally competitive in the data-driven economy.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Project Requirements<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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This diploma is intensive and ideal for learners who are serious about mastering applied machine learning at scale \u2014 especially in cloud-native, big data environments,\u00a0therefore students must complete and deploy projects in the following areas:<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

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Time-series forecasting<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Regression analysis<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t
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Logistic regression<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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Cluster analysis<\/h5><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t
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CLASSIFICATION MODELS<\/strong><\/span><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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Frequently Asked Questions<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t1. What is Data Science?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

Data Science is the study of data using scientific methods, algorithms, and systems to extract valuable insights and support decision-making across industries.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t2. Who can enroll in the Data Science program?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

Anyone with an interest in data, technology, or problem-solving can join. A background in mathematics, statistics, or computer science is helpful but not required.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t3. What skills will I learn in this program?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

You\u2019ll master data analysis, visualization, Machine Learning, Deep Learning, Python programming, and the application of AI in solving real-world problems.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t4. How long does the Data Science program last?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

The Diploma in Data Science is a one-year program, including hands-on projects and an internship to help you gain industry experience.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t5. What tools and technologies will I use?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

You\u2019ll work with tools such as Python, SQL, Power BI, TensorFlow, Scikit-learn, Pandas, NumPy, and Jupyter Notebooks.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t

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\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t6. Is this course practical or theory-based?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

The program combines both \u2014 strong theoretical grounding and extensive hands-on projects that simulate real industry challenges.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t7. What kind of jobs can I get after completing this program?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

Graduates can work as Data Analysts, Data Scientists, Machine Learning Engineers, AI Specialists, or Business Intelligence Analysts.<\/p>

8. Do I need prior programming experience?<\/strong>
No. The course starts from the basics and gradually advances to more complex concepts, with guided mentorship throughout.<\/p>

9. How is Artificial Intelligence applied in this course?<\/strong>
Students learn to integrate AI techniques through Machine and Deep Learning, developing predictive models and automation systems that drive smart decision-making.<\/p>

10. Will I receive a certificate or diploma after completion?<\/strong>
Yes. Successful students receive a Diploma in Data Science (with specialization in Machine and Deep Learning)<\/strong> from Smart Data Institute.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t8. Do I need prior programming experience?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

No. The course starts from the basics and gradually advances to more complex concepts, with guided mentorship throughout.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t9. What kind of hands-on projects will I work on?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

Students will engage in real-world projects, including data cleaning, predictive modeling, visualization dashboards, and end-to-end machine learning workflows to build practical experience and a strong portfolio.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t

\n\t\t\t\t\t
\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t<\/i><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t10. Will I receive a certificate or diploma after completion?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t

Yes. Successful students receive a Professional Diploma in Data Science (with specialization in Machine and Deep Learning) from Smart Data Warehouse Solutions Institute.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t

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\n\t\t\t\t
\n\t\t\t\t\t

Every Expert Starts with the Right Training.<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t
\n\t\t\t\t
\n\t\t\t\t\t\t\t\t\t

At Smart Data Warehouse Solutions Institute, we don\u2019t just teach Data Science \u2014 we cultivate innovators who harness the power of Data, Machine and Deep Learning to drive intelligent solutions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t

\n\t\t\t\t
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\n\t\t\t\t\t\n\t\t\t\t\t\t\n\t\t\t\t\t\t\t\t\tAPPLY NOW<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"

ADVANCED DIPLOMA IN DATA SCIENCE (Advanced Data Science & Cloud Deployment) The Advanced Diploma in Data Science equips professionals to build scalable machine learning solutions using Azure Machine Learning and Databricks. Covering full-cycle MLOps, advanced model tuning, governance, and monitoring, the program transitions learners from Python to PySpark for distributed computing, preparing them to deploy […]<\/p>\n","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"elementor_header_footer","meta":{"nf_dc_page":"","_monsterinsights_skip_tracking":false,"_monsterinsights_sitenote_active":false,"_monsterinsights_sitenote_note":"","_monsterinsights_sitenote_category":0,"site-sidebar-layout":"no-sidebar","site-content-layout":"page-builder","ast-site-content-layout":"full-width-container","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"disabled","footer-sml-layout":"","ast-disable-related-posts":"","theme-transparent-header-meta":"","adv-header-id-meta":"","stick-header-meta":"","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"class_list":["post-3432","page","type-page","status-publish","hentry"],"yoast_head":"\nADVANCED DATA SCIENCE - Smart Data Warehouse Solutions Institute<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/smartdatawarehouse.net\/institute\/advanced_data-science\/\" \/>\n<meta property=\"og:locale\" content=\"en_US\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"ADVANCED DATA SCIENCE - Smart Data Warehouse Solutions Institute\" \/>\n<meta property=\"og:description\" content=\"ADVANCED DIPLOMA IN DATA SCIENCE (Advanced Data Science & Cloud Deployment) The Advanced Diploma in Data Science equips professionals to build scalable machine learning solutions using Azure Machine Learning and Databricks. 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