{"course":{"productid":21140,"modality":1,"active":true,"language":"en","title":"Master Class: Data Analysis with Python","productcode":"PYTHON05","vendorcode":"MT","vendorname":"Master Class","fullproductcode":"MT-PYTHON05","courseware":{"has_ekit":false,"has_printkit":true,"language":""},"url":"https:\/\/portal.flane.ch\/course\/masterclass-python05","objective":"<ul>\n<li>Data preparation<\/li><li>Data transformation<\/li><li>Quality evaluations<\/li><li>Analysis<\/li><li>Data analysis applications<\/li><li>Introduction to Machine Learning and AI<\/li><\/ul>","essentials":"<p>Course <span class=\"cms-link-marked\"><a class=\"fl-href-prod\" href=\"\/swisscom\/en\/course\/masterclass-python03\"><svg role=\"img\" aria-hidden=\"true\" focusable=\"false\" data-nosnippet class=\"cms-linkmark\"><use xlink:href=\"\/css\/img\/icnset-linkmarks.svg#linkmark\"><\/use><\/svg>Master Class: Advanced Python (Associate Training) <span class=\"fl-prod-pcode\">(PYTHON03)<\/span><\/a><\/span> or equivalent knowledge<\/p>","audience":"<p>Data analysts, business analysts, data engineers, BI specialists, database specialists, Excel analysts<\/p>","contents":"<ul>\n<li>Basics of Numpy\n<ul>\n<li>What this package can do<\/li><li>Which data analyses are possible<\/li><\/ul><\/li><li>Introduction to pandas\n<ul>\n<li>Pandas Data Structures<\/li><li>Functionality<\/li><li>Which data analyses are possible and useful with pandas<\/li><\/ul><\/li><li>Loading and saving data\n<ul>\n<li>Practical handling of the most important file formats<\/li><li>Efficiency, performance and reliability<\/li><\/ul><\/li><li>Prepare and clean up data\n<ul>\n<li>Dealing with missing data<\/li><li>Data transformation<\/li><\/ul><\/li><li>Linking, combining and transforming data<\/li><li>Visualization<\/li><li>Aggregation and grouping of data<\/li><li>Time series<\/li><li>Pandas for advanced learners<\/li><li>Modelling Libraries<\/li><li>Examples from data analysis<\/li><li>Overview learning models with scikit<\/li><\/ul>","summary":"<p>Everyone&#039;s talking about it: data is the new gold, let&#039;s dig. Python is our mining tool. Learn how to prepare your data for analysis correctly and efficiently and how to evaluate it in a targeted way using hypothesis techniques.<\/p>","objective_plain":"- Data preparation\n- Data transformation\n- Quality evaluations\n- Analysis\n- Data analysis applications\n- Introduction to Machine Learning and AI","essentials_plain":"Course Master Class: Advanced Python (Associate Training) (PYTHON03) or equivalent knowledge","audience_plain":"Data analysts, business analysts, data engineers, BI specialists, database specialists, Excel analysts","contents_plain":"- Basics of Numpy\n\n- What this package can do\n- Which data analyses are possible\n- Introduction to pandas\n\n- Pandas Data Structures\n- Functionality\n- Which data analyses are possible and useful with pandas\n- Loading and saving data\n\n- Practical handling of the most important file formats\n- Efficiency, performance and reliability\n- Prepare and clean up data\n\n- Dealing with missing data\n- Data transformation\n- Linking, combining and transforming data\n- Visualization\n- Aggregation and grouping of data\n- Time series\n- Pandas for advanced learners\n- Modelling Libraries\n- Examples from data analysis\n- Overview learning models with scikit","summary_plain":"Everyone's talking about it: data is the new gold, let's dig. Python is our mining tool. Learn how to prepare your data for analysis correctly and efficiently and how to evaluate it in a targeted way using hypothesis techniques.","skill_level":"Intermediate","version":"1.0","duration":{"unit":"d","value":3,"formatted":"3 days"},"pricelist":{"List Price":{"DE":{"country":"DE","currency":"EUR","taxrate":19,"price":3290},"AT":{"country":"AT","currency":"EUR","taxrate":20,"price":3290},"SE":{"country":"SE","currency":"EUR","taxrate":25,"price":3290},"IL":{"country":"IL","currency":"ILS","taxrate":17,"price":11410},"CH":{"country":"CH","currency":"CHF","taxrate":8.1,"price":2550},"SI":{"country":"SI","currency":"EUR","taxrate":20,"price":3290},"NL":{"country":"NL","currency":"EUR","taxrate":21,"price":3290},"GB":{"country":"GB","currency":"GBP","taxrate":20,"price":2260}}},"lastchanged":"2025-07-29T12:17:56+02:00","parenturl":"https:\/\/portal.flane.ch\/swisscom\/en\/json-courses","nexturl_course_schedule":"https:\/\/portal.flane.ch\/swisscom\/en\/json-course-schedule\/21140","source_lang":"en","source":"https:\/\/portal.flane.ch\/swisscom\/en\/json-course\/masterclass-python05"}}