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This Python Machine Learning online instructor led course is an excellent introduction to popular machine learning algorithms. Python Machine Learning 2-day Course Prerequisites: Basic knowledge of Python coding is a pre-requisite. Who Should Attend? This course is an overview of machine learning and machine learning algorithms in Python SciKitLearn. Practical: We cover the below listed algorithms, which is only a small collection of what is available. However, it will give you a good understanding, to plan your Machine Learning project We create, experiment and run machine learning sample code to implement a short selected but representative list of available the algorithms. Course Outline: Supervised Machine Learning: Classification Algorithms: Naive Bayes, Decision Tree, Logistic Regression, K-Nearest Neighbors, Support Vector Machine Regression Algorithms: Linear, Polynomial Unsupervised Machine Learning: Clustering Algorithms: K-means clustering, Hierarchical Clustering Dimension Reduction Algorithms: Principal Component Analysis Latent Dirichlet allocation (LDA) Association Machine Learning Algorithms: Apriori, Euclat Other machine learning Algorithms: Ensemble Methods ( Stacking, bagging, boosting ) Algorithms: Random Forest, Gradient Boosting Reinforcement learning Algorithms: Q-Learning Neural Networks and Deep Leaning Algorithms: Convolutional Network (CNN) Data Exploration and Preprocessing: The first part of a Machine Learning project understands the data and the problem at hand. Data cleaning, data transformation and data pre-processing are covered using Python functions to make data exploration and preprocessing relatively easy. What is included in this Python Machine Learning: Python Machine Learning Certificate on completion Python Machine Learning notes Practical Python Machine Learning exercises and code examples After the course, 1 free, online session for questions or revision Python Machine Learning. Max group size on this Python Machine Learning is 4. Refund Policy No Refunds

Higher Order Functions in Python Level 03 has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the course today, and learn from the very best the industry has to offer! This best selling Higher Order Functions in Python Level 03 has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth course is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Higher Order Functions in Python Level 03 is CPD-accredited, so you can be confident you're completing a quality training course which will boost your CV and enhance your career potential. This course is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Higher Order Functions in Python Level 03, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Higher Order Functions in Python Level 03 will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Higher Order Functions in Python Level 03 to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.

Course Overview Are you looking to secure a career in Python programming or software engineering? The Python Programming course will take you from beginner to expert in this programming language in no time, with step-by-step instructor-led guidance. Through audiovisual training, you will develop your data analysis, programming and coding skills, learning how to perform a wide range of tasks. It will teach you how to get set up on Mac OS X, Linux, and Ubuntu, best practices for string formatting, handling exceptions, and much more. This course is open to anyone who wants to learn Python programming from the basics to an advanced level. Enrol as a part-time or full-time student today and gain the skills to become a Python programming pro. This best selling Python Programming has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth Python Programming is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Python Programming is CPD-accredited, so you can be confident you're completing a quality training course will boost your CV and enhance your career potential. The Python Programming is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Python Programming, you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Python Programming will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Python Programming to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.  Our experienced tutors are here to support you through the entire learning process and answer any queries you may have via email.

The innovative Python Programming Beginner to Expert Course has been compiled with the assistance and expertise of industry professionals. It has been carefully crafted to meet the business requirements needed for an outstanding contribution to this role and the career path beyond it. By enrolling in this tutorial, a significant advantage can be gained by the student for securing their dream job and building an excellent reputation in this sector.  This popular Python Programming Beginner to Expert Course has been designed to help dedicated individuals train to become the absolute best in this business field. Many other entrepreneurs and talented students have already completed this course, and others like it, empowering them to move onto satisfying and rewarding careers. This unique Python Programming Beginner to Expert Course course is perfectly suited for those dedicated and ambitious individuals who are committed to genuinely becoming the best in the business.  The Python Programming Beginner to Expert Course is recognised and accredited by CPD standards, so all contents are guaranteed to be accurate and reputable, adding valuable competencies and qualifications to a CV, making anyone stand out from other potential candidates or business rivals. For added convenience, the Python Programming Beginner to Expert Course consists of a range of educational modules that allow study sessions to be organised at any time and any place When the final assessment of the Python Programming Beginner to Expert Course has been completed, a certificate of completion is supplied to evidence newly acquired skills and knowledge. This will provide a significant boost for job-seeking or entry into a new and exciting career path. The valuable qualification from the Python Programming Beginner to Expert Course course can help to make all the difference in a dynamic employment sector and can also be validated on our website. We are aware that a student's lifestyles and work ethics may not allow much time for a dedicated study session, so the Python Programming Beginner to Expert Course has been specifically designed to be taken at a personally selected pace, and the hours that are suited to each individual. Full access is immediately available after registration, and this can be achieved via any online device, and at any global location you are sighted at. Our fully-trained tutors are committed to helping you throughout the course, and will instantly respond to any queries that are sent to them via email.

Basic Python 3.9 has been designed by industry experts to provide learners with everything they need to enhance their skills and knowledge in their chosen area of study. Enrol on the course today, and learn from the very best the industry has to offer! This best selling Basic Python 3.9 has been developed by industry professionals and has already been completed by hundreds of satisfied students. This in-depth course is suitable for anyone who wants to build their professional skill set and improve their expert knowledge. The Basic Python 3.9 is CPD-accredited, so you can be confident you're completing a quality training course which will boost your CV and enhance your career potential. This course is made up of several information-packed modules which break down each topic into bite-sized chunks to ensure you understand and retain everything you learn. After successfully completing the Basic Python 3.9 , you will be awarded a certificate of completion as proof of your new skills. If you are looking to pursue a new career and want to build your professional skills to excel in your chosen field, the certificate of completion from the Basic Python 3.9 will help you stand out from the crowd. You can also validate your certification on our website. We know that you are busy and that time is precious, so we have designed the Basic Python 3.9 to be completed at your own pace, whether that's part-time or full-time. Get full course access upon registration and access the course materials from anywhere in the world, at any time, from any internet-enabled device.

Data-Informed Decision Making in Projects: On-Demand Project management professionals constantly need to make project decisions that could be decisive for the outcome of their projects but often do not have sufficient information available to confidently make decisions. As a result, projects are increasingly falling short of delivering on their promises, requiring, more than ever, a data-informed approach to decision-making in the area of project delivery and management. The rapid growth of data comes with various challenges though, which consequently needs consideration of various critical factors for a successful implementation of a data-informed decision-making process in organizations and projects. What You Will Learn At the end of this program, you will be able to: Describe and understand the relevant methods and techniques to identify, acquire, and analyze relevant data points for decision making in projects Articulate analytical questions to focus on the real problems Identify potential shortfalls and gaps in project decision-making and apply actions to mitigate them Introduction to Data-Informed Decision Making The different types of decisions in projects Data-informed decision-making framework Shortcomings with traditional decision-making models Understanding the value of data for project delivery Issues in project management and how data can help solve them The DIKW Pyramid (Data, information, knowledge, wisdom) Types of data in projects Applying Data Analytics Understanding Data Analytics Levels of Data Analytics Data-Informed vs. Data-Driven Challenges and How to Address Them Project data availability and collection Data quality Behavioral blockers and bias Skills and Techniques Data literacy and data fluency Communicating for informed decision-making Monitoring and evaluating project decisions Implementing Data-Informed Decision Making Decision-making strategy and governance Project data culture Continuously improving decision quality Future Outlook for Decision-Making in Projects Data and AI Digital Decisioning

Data-Informed Decision Making in Projects: On-Demand Project management professionals constantly need to make project decisions that could be decisive for the outcome of their projects but often do not have sufficient information available to confidently make decisions. As a result, projects are increasingly falling short of delivering on their promises, requiring, more than ever, a data-informed approach to decision-making in the area of project delivery and management. The rapid growth of data comes with various challenges though, which consequently needs consideration of various critical factors for a successful implementation of a data-informed decision-making process in organizations and projects. What You Will Learn At the end of this program, you will be able to: Describe and understand the relevant methods and techniques to identify, acquire, and analyze relevant data points for decision making in projects Articulate analytical questions to focus on the real problems Identify potential shortfalls and gaps in project decision-making and apply actions to mitigate them Introduction to Data-Informed Decision Making The different types of decisions in projects Data-informed decision-making framework Shortcomings with traditional decision-making models Understanding the value of data for project delivery Issues in project management and how data can help solve them The DIKW Pyramid (Data, information, knowledge, wisdom) Types of data in projects Applying Data Analytics Understanding Data Analytics Levels of Data Analytics Data-Informed vs. Data-Driven Challenges and How to Address Them Project data availability and collection Data quality Behavioral blockers and bias Skills and Techniques Data literacy and data fluency Communicating for informed decision-making Monitoring and evaluating project decisions Implementing Data-Informed Decision Making Decision-making strategy and governance Project data culture Continuously improving decision quality Future Outlook for Decision-Making in Projects Data and AI Digital Decisioning

Sale Ends Today IT Skills for Business Level 3 Admission Gifts FREE PDF & Hard Copy Certificate| PDF Transcripts| FREE Student ID| Assessment| Lifetime Access| Enrolment Letter IT skills are not just beneficial today, rather they have become indispensable for any business environment. With over 1.46 million people working within the digi-tech sector in the UK, the demand for advanced IT competencies continues to surge. The IT Skills for Business Level 3 course bundle is designed to place you at the forefront of this dynamic field. So, get ready to elevate your professional capability and become an invaluable asset to any business! The IT Skills for Business Level 3 course offers an extensive curriculum tailored to enhance your technical skills across a broad spectrum of IT disciplines. From foundational courses like IT Support Technician and Functional Skills IT to specialised training in Ethical Hacking, Cyber Security, and Network Security, this bundle equips you with the necessary tools to secure, analyse, and manage IT infrastructure effectively. Additionally, enhance your strategic acumen with Business Analysis, learning to translate business needs into IT solutions, and exploring Financial Analysis for richer business decision-making. Courses Are Included In this IT Skills for Business Level 3 Career Bundle: Course 01: IT Support Technician Course 02: Functional Skills IT Course 03: Building Your Own Computer Course Course 04: It: Ethical Hacking, IT Security and IT Cyber Attacking Course 05: Computer Operating System and Troubleshooting Course 06: Cyber Security Incident Handling and Incident Response Course 07: Cyber Security Law Course 08: Network Security and Risk Management Course 09: CompTIA Network Course 10: CompTIA Cloud+ (CV0-002) Course 11: Web Application Penetration Testing Course Course 12: Learn Ethical Hacking From A-Z: Beginner To Expert Course 13: C# (C-Sharp) Course 14: JavaScript Fundamentals Course 15: Python Programming Bible Course 16: Data Protection (GDPR) Practitioner Course 17: Microsoft SQL Server Development for Everyone! Course 18: SQL Database Administrator Course 19: Data Science and Visualisation with Machine Learning Course 20: SQL For Data Analytics & Database Development Course 21: Introduction to Business Analysis Course 22: Business Data Analysis Course 23: Financial Analysis for Finance Reports Course 24: Financial Modelling Using Excel Course 25: Data analytics with Excel Course 26: Excel Data Tools and Data Management Course 27: Ultimate Microsoft Excel For Business Bootcamp Course 28: MS Word Essentials - The Complete Word Course - Level 3 Course 29: Document Control Course 30: Information Management Don't miss the opportunity to transform your career with cutting-edge IT skills that are crucial in today's tech-driven world. Utilise the industry relevant and essential IT knowledge this IT Skills for Business Level 3 course bundle has to offer and use it as your gateway to success. Enrol today and take the first step towards securing a prominent role in the booming tech industry! Learning Outcomes of this Bundle: Master key IT support skills and build your own computer. Gain proficiency in programming with C#, JavaScript, and Python. Develop expertise in cyber security, network security, and risk management. Learn comprehensive data protection practices including GDPR compliance. Enhance skills in SQL for effective database management and business analytics. Apply advanced Excel techniques for financial modelling and data analysis. But that's not all. When you enrol in IT Skills for Business Level 3 Bundle, you'll receive 30 CPD-Accredited PDF Certificates, Hard Copy Certificates, and our exclusive student ID card, all absolutely free. Why Prefer this Course? Get a Free CPD Accredited Certificate upon completion of the course Get a Free Student ID Card with this training program (£10 postal charge will be applicable for international delivery) The course is Affordable and Simple to understand Get Lifetime Access to the course materials The training program comes with 24/7 Tutor Support Start your learning journey straight away! The "IT Skills for Business Level 3" course bundle is an invaluable resource for anyone looking to deepen their understanding and expertise in the diverse fields of IT and Business Analysis. This course offers learners the chance to master foundational IT Support Skills, such as Building their Own Computers and troubleshooting various software issues, providing a solid base from which to expand their knowledge into more specialised areas. Further advancement is facilitated through detailed modules focusing on Business Analysis Skills, teaching learners how to translate complex business needs into scalable IT solutions. This integration of IT proficiency with Business knowledge ensures that participants are well-prepared to tackle strategic challenges, making them invaluable assets to any organisation. By blending IT skills with an understanding of business processes and Data Analysis, this course sets up its participants for success in multiple pathways, from Network Management to Business Consulting. Moreover, this diploma offers learners the opportunity to acquire a Recognised Qualification that is highly valued in the field of IT / Business. With this Certification, graduates are better positioned to pursue career advancement and higher responsibilities within the IT / Business setting. The skills and knowledge gained from this course will enable learners to make meaningful contributions to IT / Business related fields impacting their IT / Business experiences and long-term development. Course Curriculum Course 01: IT Support Technician Module 01: Software Module 02: Hardware Module 03: Security Module 04: Networking Module 05: Basic IT Literacy Course 02: Functional Skills IT Module 01: How People Use Computers Module 02: System Hardware Module 03: Device Ports And Peripherals Module 04: Data Storage And Sharing Module 05: Understanding Operating Systems Module 06: Setting Up And Configuring A PC Module 07: Setting Up And Configuring A Mobile Device Module 08: Managing Files Module 09: Using And Managing Application Software Module 10: Configuring Network And Internet Connectivity Module 11: IT Security Threat Mitigation Module 12: Computer Maintenance And Management Module 13: IT Troubleshooting Module 14: Understanding Databases Module 15: Developing And Implementing Software Course 03: Building Your Own Computer Course Module 01: Introduction to Computer & Building PC Module 02: Overview of Hardware and Parts Module 03: Building the Computer Module 04: Input and Output Devices Module 05: Software Installation Module 06: Computer Networking Module 07: Building a Gaming PC Module 08: Maintenance of Computers =========>>>>> And 27 More Courses <<<<<========= How will I get my Certificate? After successfully completing the course, you will be able to order your Certificates as proof of your achievement. PDF Certificate: Free (Previously it was £12.99*30 = £390) CPD Hard Copy Certificate: Free (For The First Course: Previously it was £29.99) CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Anyone interested in learning more about the topic is advised to take this bundle. This bundle is ideal for: Aspiring IT professionals. Business analysts. Data scientists. System administrators. Network security specialists. Database managers. Requirements You will not need any prior background or expertise to enrol in this course. Career path After completing this bundle, you are to start your career or begin the next phase of your career. IT Support Specialist: $35,000 - $60,000 Cyber Security Analyst: $60,000 - $100,000 Network Engineer: $50,000 - $90,000 Data Analyst: $45,000 - $85,000 Software Developer: $50,000 - $120,000 Database Administrator: $60,000 - $110,000 Certificates CPD Accredited Digital certificate Digital certificate - Included CPD Accredited e-Certificate - Free Enrolment Letter - Free Student ID Card - Free CPD Accredited Hard copy certificate Hard copy certificate - Included If you are an international student, then you have to pay an additional 10 GBP for each certificate as an international delivery charge.

Everywhere, from tiny businesses to major corporations, needs people skilled in SQL. In light of this, our online training course has been developed to help you succeed by equipping you with all the necessary skills. The importance of mastering SQL increases if you're looking for your first job in the data industry. You will learn about topics such as SQL fundamentals, data wrangling, SQL analysis, AB testing, distributed computing with Apache Spark, Delta Lake, and more through four increasingly more challenging SQL projects with data science applications. These subjects will equip you with the skills necessary to use SQL creatively for data analysis and exploration, write queries quickly, produce datasets for data analysis, conduct feature engineering, integrate SQL with other data analysis and machine learning toolsets, and work with unstructured data. This Specialisation is designed for a learner with little or no prior coding expertise who wants to become proficient with SQL queries. Experts have meticulously planned out the curriculum for the SQL Skills Training course with years of expertise. As a result, you will find it simple to learn the course material. Learning outcome After finishing the course, you'll Learn to utilise the tools for view creation Become familiar with updating columns and indexed views Be able to test and debug Be able to search a database using SQL Become more familiar with inline table-valued functions Learn the fundamentals of transactions and multiple statements Why Prefer US? Opportunity to earn a certificate accredited by CPD after completing this course Student ID card with amazing discounts - completely for FREE! (£10 postal charges will be applicable for international delivery) Standards-aligned lesson planning Innovative and engaging content and activities Assessments that measure higher-level thinking and skills Complete the program in your own time, at your own pace Each of our students gets full 24/7 tutor support *** Course Curriculum *** SQL Programming Course Module 01: Course Introduction Introduction Course Curriculum Overview Overview of Databases Module 02: SQL Environment Setup MySQL Installation MySQL Workbench Installation Connecting to MySQL using Console Module 03: SQL Statement Basics Overview of Challenges SQL Statement Basic SELECT Statement SELECT DISTINCT Column AS Statement COUNT built-in Method usage SELECT WHERE Clause - Part One SELECT WHERE Clause - Part Two Statement Basic Limit Clause Statement Using BETWEEN with Same Column Data How to Apply IN Operator Wildcard Characters with LIKE and ILIKE Module 04: GROUP BY Statements Overview of GROUP BY Aggregation function SUM() Aggregation MIN() and MAX() GROUP BY - One GROUP BY - Two HAVING Clause Module 05: JOINS Overview of JOINS Introduction to JOINS AS Statement table INNER Joins FULL Outer Join LEFT Outer JOIN RIGHT JOIN Union Module 06: Advanced SQL Commands / Statements Timestamps EXTRACT from timestamp Mathematical Functions String Functions SUBQUERY Module 07: Creating Database and Tables Basic of Database and Tables Data Types Primary key and Foreign key Create Table in SQL Script Insert Update Delete Alter Table Drop-Table NOT NULL Constraint UNIQUE Constraint Module 08: Databases and Tables Creating a Database backup 10a Overview of Databases and Tables 10c Restoring a Database CPD 10 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The course can be helpful for anyone working in the SQL fields, whether self-employed or employed, regardless of their career level. Requirements You will not need any prior background or expertise to enrol in this course. Career path The vocation of SQL Skills Training moves very quickly but pays well. This position provides unparalleled satisfaction. This is your opportunity to learn more and start changing things. Query Language Developer Server Database Manager Python Developer Technical Consultant Project Implementation Manager Software Developer (SQL) Certificates Certificate of completion Digital certificate - £10

Introduction to AI for Trainers and Assessors