{"product_id":"introduction-to-data-science-machine-learning-ai-using-python","title":"Introduction to Data Science, Machine Learning \u0026 AI using Python Training","description":"\u003cdiv\u003e\n\u003cp\u003eIf you want to become a Data Scientist, this is the place to begin! Introduction to Data Science, Machine Learning \u0026amp; AI (Python version) covers every stage of the Data Science Lifecycle, from working with raw datasets to building, evaluating and deploying Machine Learning (ML) and Artificial Intelligence (AI) models that create efficiencies for the organization and lead to previously undiscovered insights from your data.\u003c\/p\u003e\r\n\r\n\u003cp\u003eIt begins by teaching you how to use Python libraries, such as Pandas, Numpy and SciPy, to work with all types of data in Python, including everything from data in a Relational Database to Google Images. You’ll learn how to manage, transform and visualize data in every conceivable way, in order to unearth the real value in your current and historic data. You’ll then use Python libraries such as Scikit- Learn to understand how to build, evaluate and deploy many Machine Learning (ML) and Artificial Intelligence (AI) models that not only predict into the future but constantly learn from data as new events unfold.\u003c\/p\u003e\r\n\r\n\u003cp\u003eBy the end, you will be able to confidently apply many ML \u0026amp; AI techniques to both enhance your organization’s efficiencies and, through predictive modelling, be prepared for future possibilities.\u003c\/p\u003e\r\n\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eYou Will Learn How To: \u003c\/h3\u003e\n\u003cul\u003e\r\n\t\u003cli\u003eTranslate everyday business questions as well as more complex problems into Machine Learning tasks in order to make truly data-driven decisions\u003c\/li\u003e\r\n\t\u003cli\u003eUse Python Pandas, Matplotlib \u0026amp; Seaborn libraries to Explore, Analyze \u0026amp; Visualize data from varied sources (the Web, Word documents, Email, Twitter, NoSQL stores, Databases, Data Warehouses \u0026amp; more) for patterns and trends relevant to your business\u003c\/li\u003e\r\n\t\u003cli\u003eTrain a Machine Learning Classifier using different algorithmic techniques from the Scikit-Learn library (eg. Decision Trees, Logistic Regression, Neural Networks)\u003c\/li\u003e\r\n\t\u003cli\u003eRe-segment your customer market using K-Means \u0026amp; Hierarchical algorithms for better alignment of products \u0026amp; services to customer needs\u003c\/li\u003e\r\n\t\u003cli\u003eDiscover hidden customer behaviors from Association Rules and build a Recommendation Engine based on behavioral patterns\u003c\/li\u003e\r\n\t\u003cli\u003eInvestigate relationships \u0026amp; flows between people and business relevant entities using Social Network Analysis\u003c\/li\u003e\r\n\t\u003cli\u003eBuild predictive models of revenue and other numeric variables using Linear Regression\u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003c\/div\u003e\u003cdiv\u003e\n\u003cul class=\"accordion\"\u003e\r\n\t\u003cli\u003e\r\n\t\u003ch3\u003eWho Should Attend This Course: \u003c\/h3\u003e\r\n\r\n\t\u003cdiv\u003e\r\n\t\u003cp\u003eThis course is for anyone who is interested in gaining foundational knowledge of data science. This data scientist training course is designed for beginners, technical and non-technical.\u003c\/p\u003e\r\n\t\u003c\/div\u003e\r\n\t\u003c\/li\u003e\r\n\u003c\/ul\u003e\r\n\u003c\/div\u003e","brand":"Learning Tree","offers":[{"title":"205F31US \/ 2020-05-04T09:00:00 \/ Online","offer_id":31394980593782,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"206A76CN \/ 2020-06-01T09:00:00 \/ Online","offer_id":31394980626550,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"207E37US \/ 2020-07-06T09:00:00 \/ New York","offer_id":31394980659318,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"208B11CN \/ 2020-08-31T09:00:00 \/ Ottawa","offer_id":31394980692086,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"208D92US \/ 2020-08-10T09:00:00 \/ Herndon","offer_id":31394980724854,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"209D14US \/ 2020-09-28T09:00:00 \/ New York","offer_id":31394980757622,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"20BA30CN \/ 2020-11-30T09:00:00 \/ Ottawa","offer_id":31394980790390,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"20BB46US \/ 2020-11-02T09:00:00 \/ Herndon","offer_id":31394980823158,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"211D68US \/ 2021-01-04T09:00:00 \/ New York","offer_id":31612502179958,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"212A93US \/ 2021-02-01T09:00:00 \/ Herndon","offer_id":31612502212726,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true},{"title":"213A29CN \/ 2021-03-01T09:00:00 \/ Ottawa","offer_id":31612502245494,"sku":"US-1264-IL","price":3190.0,"currency_code":"USD","in_stock":true}],"url":"https:\/\/ltreetheta.myshopify.com\/products\/introduction-to-data-science-machine-learning-ai-using-python","provider":"Learning Tree International","version":"1.0","type":"link"}