Duration 3 Days 18 CPD hours This course is intended for Data Science for Marketing Analytics is designed for developers and marketing analysts looking to use new, more sophisticated tools in their marketing analytics efforts. It'll help if you have prior experience of coding in Python and knowledge of high school level mathematics. Some experience with databases, Excel, statistics, or Tableau is useful but not necessary. Overview By the end of this course, you will be able to build your own marketing reporting and interactive dashboard solutions. The course starts by teaching you how to use Python libraries, such as pandas and Matplotlib, to read data from Python, manipulate it, and create plots, using both categorical and continuous variables. Then, you'll learn how to segment a population into groups and use different clustering techniques to evaluate customer segmentation.As you make your way through the course, you'll explore ways to evaluate and select the best segmentation approach, and go on to create a linear regression model on customer value data to predict lifetime value. In the concluding sections, you'll gain an understanding of regression techniques and tools for evaluating regression models, and explore ways to predict customer choice using classification algorithms. Finally, you'll apply these techniques to create a churn model for modeling customer product choices. Data Preparation and Cleaning Data Models and Structured Data pandas Data Manipulation Data Exploration and Visualization Identifying the Right Attributes Generating Targeted Insights Visualizing Data Unsupervised Learning: Customer Segmentation Customer Segmentation Methods Similarity and Data Standardization k-means Clustering Choosing the Best Segmentation Approach Choosing the Number of Clusters Different Methods of Clustering Evaluating Clustering Predicting Customer Revenue Using Linear Regression Understanding Regression Feature Engineering for Regression Performing and Interpreting Linear Regression Other Regression Techniques and Tools for Evaluation Evaluating the Accuracy of a Regression Model Using Regularization for Feature Selection Tree-Based Regression Models Supervised Learning: Predicting Customer Churn Classification Problems Understanding Logistic Regression Creating a Data Science Pipeline Fine-Tuning Classification Algorithms Support Vector Machine Decision Trees Random Forest Preprocessing Data for Machine Learning Models Model Evaluation Performance Metrics Modeling Customer Choice Understanding Multiclass Classification Class Imbalanced Data Additional course details: Nexus Humans Data Science for Marketing Analytics training program is a workshop that presents an invigorating mix of sessions, lessons, and masterclasses meticulously crafted to propel your learning expedition forward. This immersive bootcamp-style experience boasts interactive lectures, hands-on labs, and collaborative hackathons, all strategically designed to fortify fundamental concepts. Guided by seasoned coaches, each session offers priceless insights and practical skills crucial for honing your expertise. Whether you're stepping into the realm of professional skills or a seasoned professional, this comprehensive course ensures you're equipped with the knowledge and prowess necessary for success. While we feel this is the best course for the Data Science for Marketing Analytics course and one of our Top 10 we encourage you to read the course outline to make sure it is the right content for you. Additionally, private sessions, closed classes or dedicated events are available both live online and at our training centres in Dublin and London, as well as at your offices anywhere in the UK, Ireland or across EMEA.
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Learn how to build and launch React web applications using React, Redux, Webpack, React-Router, and more!
Diploma in Child Protection and Safeguarding will assist you in producing the best possible outcome by mastering the skills. Those who want to succeed must enrol in the course Diploma in Child Protection and Safeguarding. By completing this course, you will acquire the skills required to become an expert in a comparable field. The basics of our Diploma in Child Protection and Safeguarding course are covered first, and then we move on to more advanced material. The lessons in this Diploma in Child Protection and Safeguarding course are therefore clear and easy to understand. Courses you'll get: Course 01: Diploma in Child Protection and Safeguarding at QLS Level 4 Course 02: Safeguarding: Child Abuse & Violence Course 03: Child Psychology Diploma Course 04: Anti-Social Behaviour (ASB) Course 05: Safeguarding Children: Internet Safety Course 06: Paediatric First Aid Level 3 Diploma in Child Protection and Safeguarding Course Basic Learning Outcomes: After completing this highly appreciated Diploma in Child Protection and Safeguarding course, you'll be a competent expert, besides- You can give assistance related to the Diploma in Child Protection and Safeguarding with complete knowledge and confidence. You'll be competent and proficient enough to explore Diploma in Child Protection and Safeguarding related job fields on your own. Furthermore, you can train up others and grow an efficient peer community in your locality and serve people. It will enhance your portfolio, you can use the certificate as proof of your efficiency to the employer. It will boost up your productivity, you can use the skill and credentials, and become more competent in your vocation with increased earning! Key Highlights of Diploma in Child Protection and Safeguarding Course: QLS Endorsed CPD Accredited Course Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials 100% Learning Satisfaction Guarantee Lifetime Access & 24/7 Support Self-paced Course Modules This course can assist you for following fields: Safeguarding and protecting children and young people Safeguarding and dignity in adult care Certificate in understanding safeguarding and prevent in adult health and social care Key Highlights of Diploma in Child Protection and Safeguarding Course: CPD Accredited Course Unlimited Retake Exam & Tutor Support Easy Accessibility to the Course Materials 100% Learning Satisfaction Guarantee Lifetime Access & 24/7 Support Self-paced Course Modules This course can assist you for following fields: Safeguarding and protecting children and young people Safeguarding and dignity in adult care Certificate in understanding safeguarding and prevent in adult health and social care Curriculum Breakdown of the Course:- Module 01: Introduction to Safeguarding Module 02: Laws and Guidance Module 03: Child Abuse Module 04: Sexual Abuse Module 05: Risks and Risk Assessment Module 06: Responding to Disclosure and Reporting Module 07: Things to Do after Referral Module 08: Record Keeping Certificate of Achievement Endorsed Certificate of Achievement from the Quality Licence Scheme Learners will be able to achieve an endorsed certificate after completing the course as proof of their achievement. You can order the endorsed certificate for only £129 to be delivered to your home by post. For international students, there is an additional postage charge of £10. Endorsement The Quality Licence Scheme (QLS) has endorsed this course for its high-quality, non-regulated provision and training programmes. The QLS is a UK-based organisation that sets standards for non-regulated training and learning. This endorsement means that the course has been reviewed and approved by the QLS and meets the highest quality standards. CPD 60 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone from any background can enrol in this Diploma in Child Protection and Safeguarding course. This course particularly recommended for- Students Recent graduates Job Seekers Anyone interested in this topic People already working in the relevant fields and want to polish their knowledge and skill. Requirements Students seeking to enrol for Diploma in Child Protection and Safeguarding course should meet the following requirements; Basic knowledge of English Language Be age 16 years or above Basic Knowledge of Information & Communication Technologies for studying online or digital platform. Stable Internet or Data connection in your learning devices. Career path After completing this course, you can explore trendy and in-demand jobs related to Diploma in Child Protection and Safeguarding. Child Protection Officer: £25,000 to £40,000 per year Safeguarding Coordinator: £28,000 to £45,000 per year Youth Support Worker: £20,000 to £30,000 per year Family Support Worker: £22,000 to £35,000 per year Child Advocate: £30,000 to £45,000 per year Certificates Certificate of completion Digital certificate - Included After successfully completing this course, you can get CPD accredited digital PDF certificate for free.QLS Endorsed Hard Copy Certificate Hard copy certificate - Included Delivery Charge: Inside the UK: £3.99 Outside the UK: £9.99 Certificate of completion Hard copy certificate - £9.99 After successfully completing this course, you can get CPD accredited hardcopy certificate for free. The delivery charge of the hardcopy certificate inside the UK is £3.99 and international students need to pay £9.99 to get their hardcopy certificate.
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