368 Sciences courses about Development delivered Online

Overview This comprehensive course on Data Science & Machine Learning with Python will deepen your understanding on this topic. After successful completion of this course you can acquire the required skills in this sector. This Data Science & Machine Learning with Python comes with accredited certification from CPD, which will enhance your CV and make you worthy in the job market. So enrol in this course today to fast track your career ladder. How will I get my certificate? You may have to take a quiz or a written test online during or after the course. After successfully completing the course, you will be eligible for the certificate. Who is This course for? There is no experience or previous qualifications required for enrolment on this Data Science & Machine Learning with Python. It is available to all students, of all academic backgrounds. Requirements Our Data Science & Machine Learning with Python is fully compatible with PC's, Mac's, Laptop, Tablet and Smartphone devices. This course has been designed to be fully compatible with tablets and smartphones so you can access your course on Wi-Fi, 3G or 4G. There is no time limit for completing this course, it can be studied in your own time at your own pace. Career Path Learning this new skill will help you to advance in your career. It will diversify your job options and help you develop new techniques to keep up with the fast-changing world. This skillset will help you to- Open doors of opportunities Increase your adaptability Keep you relevant Boost confidence And much more! Course Curriculum 2 sections • 90 lectures • 10:24:00 total length •Course Overview & Table of Contents: 00:09:00 •Introduction to Machine Learning - Part 1 - Concepts , Definitions and Types: 00:05:00 •Introduction to Machine Learning - Part 2 - Classifications and Applications: 00:06:00 •System and Environment preparation - Part 1: 00:08:00 •System and Environment preparation - Part 2: 00:06:00 •Learn Basics of python - Assignment 1: 00:10:00 •Learn Basics of python - Assignment 2: 00:09:00 •Learn Basics of python - Functions: 00:04:00 •Learn Basics of python - Data Structures: 00:12:00 •Learn Basics of NumPy - NumPy Array: 00:06:00 •Learn Basics of NumPy - NumPy Data: 00:08:00 •Learn Basics of NumPy - NumPy Arithmetic: 00:04:00 •Learn Basics of Matplotlib: 00:07:00 •Learn Basics of Pandas - Part 1: 00:06:00 •Learn Basics of Pandas - Part 2: 00:07:00 •Understanding the CSV data file: 00:09:00 •Load and Read CSV data file using Python Standard Library: 00:09:00 •Load and Read CSV data file using NumPy: 00:04:00 •Load and Read CSV data file using Pandas: 00:05:00 •Dataset Summary - Peek, Dimensions and Data Types: 00:09:00 •Dataset Summary - Class Distribution and Data Summary: 00:09:00 •Dataset Summary - Explaining Correlation: 00:11:00 •Dataset Summary - Explaining Skewness - Gaussian and Normal Curve: 00:07:00 •Dataset Visualization - Using Histograms: 00:07:00 •Dataset Visualization - Using Density Plots: 00:06:00 •Dataset Visualization - Box and Whisker Plots: 00:05:00 •Multivariate Dataset Visualization - Correlation Plots: 00:08:00 •Multivariate Dataset Visualization - Scatter Plots: 00:05:00 •Data Preparation (Pre-Processing) - Introduction: 00:09:00 •Data Preparation - Re-scaling Data - Part 1: 00:09:00 •Data Preparation - Re-scaling Data - Part 2: 00:09:00 •Data Preparation - Standardizing Data - Part 1: 00:07:00 •Data Preparation - Standardizing Data - Part 2: 00:04:00 •Data Preparation - Normalizing Data: 00:08:00 •Data Preparation - Binarizing Data: 00:06:00 •Feature Selection - Introduction: 00:07:00 •Feature Selection - Uni-variate Part 1 - Chi-Squared Test: 00:09:00 •Feature Selection - Uni-variate Part 2 - Chi-Squared Test: 00:10:00 •Feature Selection - Recursive Feature Elimination: 00:11:00 •Feature Selection - Principal Component Analysis (PCA): 00:09:00 •Feature Selection - Feature Importance: 00:07:00 •Refresher Session - The Mechanism of Re-sampling, Training and Testing: 00:12:00 •Algorithm Evaluation Techniques - Introduction: 00:07:00 •Algorithm Evaluation Techniques - Train and Test Set: 00:11:00 •Algorithm Evaluation Techniques - K-Fold Cross Validation: 00:09:00 •Algorithm Evaluation Techniques - Leave One Out Cross Validation: 00:05:00 •Algorithm Evaluation Techniques - Repeated Random Test-Train Splits: 00:07:00 •Algorithm Evaluation Metrics - Introduction: 00:09:00 •Algorithm Evaluation Metrics - Classification Accuracy: 00:08:00 •Algorithm Evaluation Metrics - Log Loss: 00:03:00 •Algorithm Evaluation Metrics - Area Under ROC Curve: 00:06:00 •Algorithm Evaluation Metrics - Confusion Matrix: 00:10:00 •Algorithm Evaluation Metrics - Classification Report: 00:04:00 •Algorithm Evaluation Metrics - Mean Absolute Error - Dataset Introduction: 00:06:00 •Algorithm Evaluation Metrics - Mean Absolute Error: 00:07:00 •Algorithm Evaluation Metrics - Mean Square Error: 00:03:00 •Algorithm Evaluation Metrics - R Squared: 00:04:00 •Classification Algorithm Spot Check - Logistic Regression: 00:12:00 •Classification Algorithm Spot Check - Linear Discriminant Analysis: 00:04:00 •Classification Algorithm Spot Check - K-Nearest Neighbors: 00:05:00 •Classification Algorithm Spot Check - Naive Bayes: 00:04:00 •Classification Algorithm Spot Check - CART: 00:04:00 •Classification Algorithm Spot Check - Support Vector Machines: 00:05:00 •Regression Algorithm Spot Check - Linear Regression: 00:08:00 •Regression Algorithm Spot Check - Ridge Regression: 00:03:00 •Regression Algorithm Spot Check - Lasso Linear Regression: 00:03:00 •Regression Algorithm Spot Check - Elastic Net Regression: 00:02:00 •Regression Algorithm Spot Check - K-Nearest Neighbors: 00:06:00 •Regression Algorithm Spot Check - CART: 00:04:00 •Regression Algorithm Spot Check - Support Vector Machines (SVM): 00:04:00 •Compare Algorithms - Part 1 : Choosing the best Machine Learning Model: 00:09:00 •Compare Algorithms - Part 2 : Choosing the best Machine Learning Model: 00:05:00 •Pipelines : Data Preparation and Data Modelling: 00:11:00 •Pipelines : Feature Selection and Data Modelling: 00:10:00 •Performance Improvement: Ensembles - Voting: 00:07:00 •Performance Improvement: Ensembles - Bagging: 00:08:00 •Performance Improvement: Ensembles - Boosting: 00:05:00 •Performance Improvement: Parameter Tuning using Grid Search: 00:08:00 •Performance Improvement: Parameter Tuning using Random Search: 00:06:00 •Export, Save and Load Machine Learning Models : Pickle: 00:10:00 •Export, Save and Load Machine Learning Models : Joblib: 00:06:00 •Finalizing a Model - Introduction and Steps: 00:07:00 •Finalizing a Classification Model - The Pima Indian Diabetes Dataset: 00:07:00 •Quick Session: Imbalanced Data Set - Issue Overview and Steps: 00:09:00 •Iris Dataset : Finalizing Multi-Class Dataset: 00:09:00 •Finalizing a Regression Model - The Boston Housing Price Dataset: 00:08:00 •Real-time Predictions: Using the Pima Indian Diabetes Classification Model: 00:07:00 •Real-time Predictions: Using Iris Flowers Multi-Class Classification Dataset: 00:03:00 •Real-time Predictions: Using the Boston Housing Regression Model: 00:08:00 •Resources - Data Science & Machine Learning with Python: 00:00:00

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Lab Technician: Complete Lab Technician Training Are you interested in becoming a lab technician or honing your current abilities as one? If so, enrol in this lab technician course to get the skills you need to become more productive and structured. With an emphasis on Lab technician legal concepts, Lab technician best practices and the underlying expertise, the Lab technician course aimed to provide participants with an in-depth understanding of Lab technicians. The Lab Technician role, laboratory safety, ethics, equipment and instruments are explained in the Lab technician course. You will know the medical terminology, documentation, specimen collection and handling as a Lab technician. All the roles of a Lab Technician in pathology, professional development career paths and many more are explained in this lab Technician. Enrol in the Lab technician course to become more productive at work. Special Offers of this Lab Technician: Complete Lab Technician Training Course This Lab Technician: Complete Lab Technician Training Course includes a FREE PDF Certificates. Lifetime access to this Lab Technician: Complete Lab Technician Training Course Instant access to this Lab Technician: Complete Lab Technician Training Course Get FREE Tutor Support to this Lab Technician: Complete Lab Technician Training Course Lab Technician: Complete Lab Technician Training The Lab Technician: Lab Technician course aimed to give participants a comprehensive understanding of lab technicians with an emphasis on legal concepts, industry best practices, and fundamental competency. The role of the lab technician, as well as laboratory safety, ethics, tools, and equipment, are all explained in the lab technician course. You will be conversant with medical terminology, documentation, and the handling and collection of specimens as a lab technician. This lab technician discusses career options for professional advancement, all of the duties of a lab technician in pathology, and much more. Who is this course for? Lab Technician: Complete Lab Technician Training Anyone who is serious about becoming a skilled lab technician is intended for this Lab Technician: Complete Lab Technician Training Course diploma programme in food microbiology with lab technician courses. Requirements Lab Technician: Complete Lab Technician Training To enrol in this Complete Lab Technician Training Course, students must fulfil the following requirements. To join in our Lab Technician: Complete Lab Technician Training Course, you must have a strong command of the English language. To successfully complete our Lab Technician: Complete Lab Technician Training Course, you must be vivacious and self driven. To complete our Lab Technician: Complete Lab Technician Training Course, you must have a basic understanding of computers. A minimum age limit of 15 is required to enrol in this Complete Lab Technician Training Course. Career path Lab Technician: Complete Lab Technician Training Residents of the UK will benefit from this Lab Technician: Complete Lab Technician Training Course training programme as they look for new employment opportunities as lab technicians.

In a world where global challenges demand innovative solutions, "International Development Studies: Humanitarian Aid and Disaster Relief" invites you to broaden your perspective and deepen your understanding of the complex interplay between development, governance, and humanitarian action. This comprehensive course navigates the multifaceted landscape of international development, addressing pressing issues such as global health, poverty, gender, and environmental sustainability. As you explore cutting-edge innovation and technology, you'll gain valuable insights into the intricacies of migration and globalisation. Embark on a transformative journey to become an informed and compassionate global citizen equipped to make a meaningful difference in pursuing a more equitable and just world. Learning outcomes: Grasp the ethical considerations and measurement methodologies in international development. Analyse the role of governance in promoting sustainable development. Investigate the intersection of global health and development initiatives. Examine the impact of gender on development efforts and outcomes. Understand the implications of global poverty, inequality, and economic development. Explore the relationship between environmental sustainability and development strategies. Evaluate the influence of innovation, technology, and migration on development and globalization. Why Prefer this International Development Studies: Humanitarian Aid and Disaster Relief Course? Opportunity to earn a certificate accredited by CPD QS after completing this International Development Studies: Humanitarian Aid and Disaster Relief course Get a free student ID card! (£10 postal charge will be applicable for international delivery). Innovative and engaging content. Free assessments. 24/7 tutor support "International Development Studies: Humanitarian Aid and Disaster Relief" is a comprehensive course that offers an in-depth exploration of the multifaceted world of international development. Beginning with examining the moral and measurement aspects of development, the curriculum delves into the critical role of governance in shaping development outcomes. You will also investigate the crucial link between global health and development and the impact of gender on development processes. The course addresses global challenges, such as poverty and inequality, and examines the role of economic development in addressing these pressing issues. Additionally, you will learn about the interplay between environmental sustainability and development strategies and how innovation and technology can contribute to sustainable development efforts. Lastly, the curriculum covers international migration and its effects on development while introducing various theories of development and globalisation. This holistic approach will equip you with a comprehensive understanding of the complex dynamics of international development, allowing you to make informed decisions and contribute to global development efforts. Certification Upon completing the International Development Studies Course, learners can obtain a certificate to prove their achievement. The following certificate options are available: PDF Certificate: A digital version of the certificate will be emailed to the learner upon request for only £10. Printed Hardcopy Certificate - UK Delivery: For learners within the United Kingdom, a high-quality printed hardcopy of certificate can be delivered to your postal address for only £29. Printed Hardcopy Certificate - International Delivery: For learners outside the UK, a high-quality printed hardcopy of the certificate can be delivered to your international postal address for only £39. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Students and professionals interested in a career in international development. Humanitarian aid workers seeking to enhance their knowledge of development theories and practices. Policymakers and government officials working in development and related sectors. Academics and researchers in development studies, economics, and international relations. Individuals passionate about contributing to global development efforts and creating a more equitable world. Requirements You will not need any prior background or expertise. All you need to take this International Development Studies: Humanitarian Aid and Disaster Relief is - A smart device. A secure internet connection. Being over the age of 16. And a strong drive for learning and literacy. Career path International Development Consultant - £30,000 to £60,000 per year. Humanitarian Aid Worker - £20,000 to £40,000 per year. Project Manager (NGO) - £25,000 to £45,000 per year. Development Policy Analyst - £30,000 to £55,000 per year. Foreign Service Officer - £28,000 to £50,000 per year. Researcher in Development Studies - £25,000 to £45,000 per year.

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Understanding human behaviour is no small feat—but that’s precisely what makes it fascinating. The Foundations of Clinical Psychology 101 Course opens the door to how thoughts, emotions and behavioural patterns are shaped and studied. This course is designed for curious minds eager to explore psychological theories, mental health conditions, and the approaches professionals use to make sense of it all. From Freud to Beck, and everything in between, learners will gain insight into the roots of psychological thought and the evolution of clinical practice over time. Delivered entirely online, the course is structured to give learners the clarity they need without the jargon they don’t. With engaging modules, clear explanations, and expertly written content, it offers a solid grounding for those looking to understand clinical psychology from a theoretical lens. Whether you're thinking about diving deeper into this field or simply expanding your knowledge for personal or academic reasons, this course is an excellent place to begin—no textbook overload or therapy couch required. Key Features CPD Accredited FREE PDF + Hardcopy certificate Fully online, interactive course Self-paced learning and laptop, tablet and smartphone-friendly 24/7 Learning Assistance Discounts on bulk purchases Course Curriculum of Foundations of Clinical Psychology Module 01 : Basics of Clinical Psychology Module 02 : Career Paths in Clinical Psychology Module 03 : Competencies in Clinical Psychology Module 04 : Therapeutic Models Module 05 : Medical Specialties and Settings Module 06 : Research in Clinical Psychology Learning Outcomes: Grasp foundational concepts in clinical psychology for a robust knowledge base. Identify diverse career opportunities within the realm of clinical psychology. Develop essential competencies required for effective practice in the field. Analyze and apply various therapeutic models in clinical settings for optimal outcomes. Gain insight into medical specialties and settings, broadening your professional horizons. Acquire research skills crucial for evidence-based practice in clinical psychology. Accreditation This course is CPD Quality Standards (CPD QS) accredited, providing you with up-to-date skills and knowledge and helping you to become more competent and effective in your chosen field. CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Psychology enthusiasts eager to explore clinical applications. Students seeking a solid foundation in clinical psychology. Professionals looking to transition into the field of clinical psychology. Individuals intrigued by the diverse career paths within clinical psychology. Those aiming to understand the competencies essential for effective practice. Aspiring therapists and counsellors seeking a comprehensive overview. Students preparing for further studies in clinical psychology. Anyone intrigued by the dynamic interplay of psychology and healthcare. Career path Clinical Psychologist Counselling Psychologist Health Psychologist Forensic Psychologist Neuropsychologist Researcher in Clinical Psychology Certificates Digital certificate Digital certificate - Included Once you've successfully completed your course, you will immediately be sent a FREE digital certificate. Hard copy certificate Hard copy certificate - Included Also, you can have your FREE printed certificate delivered by post (shipping cost £3.99 in the UK). For all international addresses outside of the United Kingdom, the delivery fee for a hardcopy certificate will be only £10. Our certifications have no expiry dates, although we do recommend that you renew them every 12 months.

Overview International Development Studies Course is yet another 'Teacher's Choice' course from Teachers Training for a complete understanding of the fundamental topics. You are also entitled to exclusive tutor support and a professional CPD-accredited certificate in addition to the special discounted price for a limited time. Just like all our courses, this International Development Studies Course and its curriculum have also been designed by expert teachers so that teachers of tomorrow can learn from the best and equip themselves with all the necessary skills. Consisting of several modules, the course teaches you everything you need to succeed in this profession. The course can be studied part-time. You can become accredited within 05 Hours studying at your own pace. Your qualification will be recognised and can be checked for validity on our dedicated website. Why Choose Teachers Training Some of our website features are: This is a dedicated website for teaching 24/7 tutor support Interactive Content Affordable price Courses accredited by the UK's top awarding bodies 100% online Flexible deadline Entry Requirements No formal entry requirements. You need to have: Passion for learning A good understanding of the English language Be motivated and hard-working Over the age of 16. Certification CPD Certification from The Teachers Training Successfully completing the MCQ exam of this course qualifies you for a CPD-accredited certificate from The Teachers Training. You will be eligible for both PDF copy and hard copy of the certificate to showcase your achievement however you wish. You can get your digital certificate (PDF) for £4.99 only Hard copy certificates are also available, and you can get one for only £10.99 You can get both PDF and Hard copy certificates for just £12.99! The certificate will add significant weight to your CV and will give you a competitive advantage when applying for jobs. Module 01: Understanding Development Concepts Understanding Development Concepts 00:20:00 Module 02: Actors and Institutions in International Development Actors and Institutions in International Development 00:22:00 Module 03: Economic Approaches to Development Economic Approaches to Development 00:19:00 Module 04: Social Dimensions of Development Social Dimensions of Development 00:20:00 Module 05: Political and Governance Perspectives Political and Governance Perspectives 00:21:00 Module 06: Environmental Sustainability and Development Environmental Sustainability and Development 00:22:00 Module 07: Globalisation, Inequality, and Development Ethics Globalisation, Inequality, and Development Ethics 00:22:00

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