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Duration 2 Days 12 CPD hours This course is intended for Audience: Data Scientists, Software Developers, IT Architects, and Technical Managers. Participants should have the general knowledge of statistics and programming Also familiar with Python Overview ? NumPy, pandas, Matplotlib, scikit-learn ? Python REPLs ? Jupyter Notebooks ? Data analytics life-cycle phases ? Data repairing and normalizing ? Data aggregation and grouping ? Data visualization ? Data science algorithms for supervised and unsupervised machine learning Covers theoretical and technical aspects of using Python in Applied Data Science projects and Data Logistics use cases. Python for Data Science ? Using Modules ? Listing Methods in a Module ? Creating Your Own Modules ? List Comprehension ? Dictionary Comprehension ? String Comprehension ? Python 2 vs Python 3 ? Sets (Python 3+) ? Python Idioms ? Python Data Science ?Ecosystem? ? NumPy ? NumPy Arrays ? NumPy Idioms ? pandas ? Data Wrangling with pandas' DataFrame ? SciPy ? Scikit-learn ? SciPy or scikit-learn? ? Matplotlib ? Python vs R ? Python on Apache Spark ? Python Dev Tools and REPLs ? Anaconda ? IPython ? Visual Studio Code ? Jupyter ? Jupyter Basic Commands ? Summary Applied Data Science ? What is Data Science? ? Data Science Ecosystem ? Data Mining vs. Data Science ? Business Analytics vs. Data Science ? Data Science, Machine Learning, AI? ? Who is a Data Scientist? ? Data Science Skill Sets Venn Diagram ? Data Scientists at Work ? Examples of Data Science Projects ? An Example of a Data Product ? Applied Data Science at Google ? Data Science Gotchas ? Summary Data Analytics Life-cycle Phases ? Big Data Analytics Pipeline ? Data Discovery Phase ? Data Harvesting Phase ? Data Priming Phase ? Data Logistics and Data Governance ? Exploratory Data Analysis ? Model Planning Phase ? Model Building Phase ? Communicating the Results ? Production Roll-out ? Summary Repairing and Normalizing Data ? Repairing and Normalizing Data ? Dealing with the Missing Data ? Sample Data Set ? Getting Info on Null Data ? Dropping a Column ? Interpolating Missing Data in pandas ? Replacing the Missing Values with the Mean Value ? Scaling (Normalizing) the Data ? Data Preprocessing with scikit-learn ? Scaling with the scale() Function ? The MinMaxScaler Object ? Summary Descriptive Statistics Computing Features in Python ? Descriptive Statistics ? Non-uniformity of a Probability Distribution ? Using NumPy for Calculating Descriptive Statistics Measures ? Finding Min and Max in NumPy ? Using pandas for Calculating Descriptive Statistics Measures ? Correlation ? Regression and Correlation ? Covariance ? Getting Pairwise Correlation and Covariance Measures ? Finding Min and Max in pandas DataFrame ? Summary Data Aggregation and Grouping ? Data Aggregation and Grouping ? Sample Data Set ? The pandas.core.groupby.SeriesGroupBy Object ? Grouping by Two or More Columns ? Emulating the SQL's WHERE Clause ? The Pivot Tables ? Cross-Tabulation ? Summary Data Visualization with matplotlib ? Data Visualization ? What is matplotlib? ? Getting Started with matplotlib ? The Plotting Window ? The Figure Options ? The matplotlib.pyplot.plot() Function ? The matplotlib.pyplot.bar() Function ? The matplotlib.pyplot.pie () Function ? Subplots ? Using the matplotlib.gridspec.GridSpec Object ? The matplotlib.pyplot.subplot() Function ? Hands-on Exercise ? Figures ? Saving Figures to File ? Visualization with pandas ? Working with matplotlib in Jupyter Notebooks ? Summary Data Science and ML Algorithms in scikit-learn ? Data Science, Machine Learning, AI? ? Types of Machine Learning ? Terminology: Features and Observations ? Continuous and Categorical Features (Variables) ? Terminology: Axis ? The scikit-learn Package ? scikit-learn Estimators ? Models, Estimators, and Predictors ? Common Distance Metrics ? The Euclidean Metric ? The LIBSVM format ? Scaling of the Features ? The Curse of Dimensionality ? Supervised vs Unsupervised Machine Learning ? Supervised Machine Learning Algorithms ? Unsupervised Machine Learning Algorithms ? Choose the Right Algorithm ? Life-cycles of Machine Learning Development ? Data Split for Training and Test Data Sets ? Data Splitting in scikit-learn ? Hands-on Exercise ? Classification Examples ? Classifying with k-Nearest Neighbors (SL) ? k-Nearest Neighbors Algorithm ? k-Nearest Neighbors Algorithm ? The Error Rate ? Hands-on Exercise ? Dimensionality Reduction ? The Advantages of Dimensionality Reduction ? Principal component analysis (PCA) ? Hands-on Exercise ? Data Blending ? Decision Trees (SL) ? Decision Tree Terminology ? Decision Tree Classification in Context of Information Theory ? Information Entropy Defined ? The Shannon Entropy Formula ? The Simplified Decision Tree Algorithm ? Using Decision Trees ? Random Forests ? SVM ? Naive Bayes Classifier (SL) ? Naive Bayesian Probabilistic Model in a Nutshell ? Bayes Formula ? Classification of Documents with Naive Bayes ? Unsupervised Learning Type: Clustering ? Clustering Examples ? k-Means Clustering (UL) ? k-Means Clustering in a Nutshell ? k-Means Characteristics ? Regression Analysis ? Simple Linear Regression Model ? Linear vs Non-Linear Regression ? Linear Regression Illustration ? Major Underlying Assumptions for Regression Analysis ? Least-Squares Method (LSM) ? Locally Weighted Linear Regression ? Regression Models in Excel ? Multiple Regression Analysis ? Logistic Regression ? Regression vs Classification ? Time-Series Analysis ? Decomposing Time-Series ? Summary Lab Exercises Lab 1 - Learning the Lab Environment Lab 2 - Using Jupyter Notebook Lab 3 - Repairing and Normalizing Data Lab 4 - Computing Descriptive Statistics Lab 5 - Data Grouping and Aggregation Lab 6 - Data Visualization with matplotlib Lab 7 - Data Splitting Lab 8 - k-Nearest Neighbors Algorithm Lab 9 - The k-means Algorithm Lab 10 - The Random Forest Algorithm

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Data Is The Language Of The Powerholders | Designed By Industry Specialists | Level 7 QLS Endorsed Career Objective Driven Data Science Courses | 10 QLS Endorsed Hard Copy Certificates Included | Lifetime Access | Installment Payment | Tutor Support

Get ready for an exceptional online learning experience with the Big Data Analysis & Data Science Diploma bundle! This carefully curated collection of 20 premium courses is designed to cater to a variety of interests and disciplines. Dive into a sea of knowledge and skills, tailoring your learning journey to suit your unique aspirations. The Big Data Analysis & Data Science Diploma is a dynamic package, blending the expertise of industry professionals with the flexibility of digital learning. It offers the perfect balance of foundational understanding and advanced insights. Whether you're looking to break into a new field or deepen your existing knowledge, the Data Analysis & Data Science Diploma package has something for everyone. As part of the Big Data Analysis & Data Science Diploma package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Data Analysis & Data Science Diploma bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This bundle comprises the following courses: CPD Quality Standards Courses: Big Data Analytics with PySpark Power BI and MongoDB Big Data Analytics with PySpark Tableau Desktop and MongoDB Building Big Data Pipelines with PySpark MongoDB and Bokeh Develop Big Data Pipelines with R & Sparklyr & Tableau Develop Big Data Pipelines with R, Sparklyr & Power BI Complete Python Machine Learning & Data Science Fundamentals Learning Outcome: Gain comprehensive insights into multiple fields. Foster critical thinking and problem-solving skills across various disciplines. Understand industry trends and best practices through the Data Analysis & Data Science Diploma Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the Data Analysis & Data Science Diploma. Build a strong knowledge base in your chosen course via the Data Analysis & Data Science Diploma. Benefit from the flexibility and convenience of online learning. With the Data Analysis & Data Science Diploma package, validate your learning with a CPD certificate. Each course in this bundle holds a prestigious CPD accreditation, symbolising exceptional quality. The materials, brimming with knowledge, are regularly updated, ensuring their relevance. This bundle promises not just education but an evolving learning experience. Engage with this extraordinary collection, and prepare to enrich your personal and professional development. Embrace the future of learning with the Big Data Analysis & Data Science Diploma, a rich anthology of 15 diverse courses. Each course in the Data Analysis & Data Science Diploma bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisBig Data Analysis & Data Science Diploma bundle will take you on a unique and enriching educational journey. The bundle encapsulates our mission to provide quality, accessible education for all. Whether you are just starting your career, looking to switch industries, or hoping to enhance your professional skill set, the Big Data Analysis & Data Science Diploma bundle offers you the flexibility and convenience to learn at your own pace. Make the Data Analysis & Data Science Diploma package your trusted companion in your lifelong learning journey. CPD 25 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Big Data Analysis & Data Science Diploma bundle is perfect for: Lifelong learners looking to expand their knowledge and skills. Professionals seeking to enhance their career with CPD certification. Individuals wanting to explore new fields and disciplines. Anyone who values flexible, self-paced learning from the comfort of home. Career path Unleash your potential with the Big Data Analysis & Data Science Diploma bundle. Acquire versatile skills across multiple fields, foster problem-solving abilities, and stay ahead of industry trends. Ideal for those seeking career advancement, a new professional path, or personal growth. Embrace the journey with the Big Data Analysis & Data Science Diploma bundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

Advanced Business Writing Skills (One-to-One Coaching – 10 Hours + Access to Online Course – 30 hours)

Package Details: Number of Courses: 30 Courses Accreditation: CPD Quality Standards Free Certificates:PDF: 30Hardcopy: 30 (Delivery Charge Applicable) Courses Access: Lifetime Instalment Payment Available Basic Programming (C, Java, Python, SQL) Course 01: Diploma in Computer Programming Course 02: C# Programming - Beginner to Advanced Course 03: Master JavaScript with Data Visualization Course 04: SQL Programming Masterclass Course 05: Python Programming for Everybody Course 06: Javascript Programming for Beginners Course 07: jQuery: JavaScript and AJAX Coding Bible Structural Programming Course 01: Kotlin Programming : Android Coding Course 02: Sensors Course 03: Remote Sensing in ArcGIS Course 04: Linux Shell Scripting Course 05: Bash Scripting, Linux and Shell Programming Course 06: Coding with Scratch Course 07: CSS Coding Data Driven Programming Course 01: Quick Data Science Approach from Scratch Course 02: Secure Programming of Web Applications Course 03: A-Frame Web VR Programming Course 04: Complete AutoLISP Programming AutoCAD Programming Course 01: AutoCAD Programming using C# with Windows Forms Course 02: AutoCAD Programming using VB.NET with Windows Forms Programming for Computer Building Course 01: Building Your Own Computer Course 02: Neuro-linguistic Programming (NLP) Diploma Programming for Security Course 01: Cyber Security Incident Handling and Incident Response Course 02: Computer Networks Security Course 03: IT Asset Department IT Soft Skills Course 01: Functional Skills IT Course 02: CompTIA Healthcare IT Technician Course 03: Basic Google Data Studio Course 04: Data Analytics with Tableau Course 05: Recovering from a Job Loss in Technology Computer Programming Fundamental Course This Computer Programming Fundamental bundles' curriculum has been designed by Computer Programming Fundamental experts with years of Computer Programming Fundamental experience behind them. The Computer Programming Fundamental course is extremely dynamic and well-paced to help you understand Computer Programming Fundamental with ease. You'll discover how to master Computer Programming Fundamental skills while exploring relevant and essential topics. CPD 310 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Computer Programming Fundamental Course Requirements Computer Programming Fundamental Course Career path Computer Programming Fundamental Course

Develop and improve your IT knowledge and skills and advance your career A comprehensive IT course with both theoretical explanation and practical exercises to teach you, improve your IT skills, and advance your career. The course is delivered by an IT expert trainer with many years of experience in the field of information technology. Successfully complete the practical tasks and tests through the course and the final exam to consolidate your knowledge and skills. We created a professionally designed, advanced IT course to answer all your needs. We created an IT guide for all newcomers in the field and suitable for those already involved in IT service at the same time. It will make you proficient in the most important aspects of IT so you can enjoy limitless career prospects worldwide. The course will be delivered through a multimedia platform Kemp Center and will eventually bring you a valuable certificate of completion. It gives you the opportunity to study at any time in the comfort of your own home and at your own pace from any device that has an internet connection. It is designed for everyone interested in the IT field. The course begins with an introduction to information technology; and then explores computer hardware and software; operating systems, how they interact with computer hardware, and how to start up, install and uninstall the most widely used operating systems today – Windows and Linux. You will also learn about the Internet and networking, database systems and data analytics, the importance of troubleshooting and customer support, information assurance, and security. This course will enrich you with both, theoretical knowledge and practical skills that will help you start your IT career from 0, or to improve further your career getting more advanced IT roles. Join the communication course and get the benefits: Learning from a professional instructor24/7 access from any devicePractical exercisesTests, quizzes and recapsCertificate of completionExtra materials and downloadable bonuses100% satisfaction guarantee Your Singing Instructor: Toni Matthijs IT Expert The Information technology course will be delivered by Toni Matthijs -an IT expert, the best one in the field with many years of experience and an active role in information technology. Our IT expert will introduce you to the world of Information technology very carefully and detailed and will teach you how to properly organize and store data using various telecommunication systems. You will learn about computer hardware and software, about today’s most widely used operating systems: Windows and Linux, about Internet and networking, database systems and data analytics, troubleshooting and customer service, information assurance, and security. Your expert trainer will assist you and guide you through several knowledge repetitions, practical tasks, and tests to make sure you remember all the important information and consolidate your gained knowledge even better. In the end, you will be capable to use everything you learned in practice like an IT master. Overview of the course: Detailed video presentation Practical knowledge about business administration Practical knowledge of information technology, from installing software to managing databases. The course touches on selected topics in IT fundamentals among others: computer hardware and software, operating systems, installing, updating and uninstalling computer software, networking, databases and data analytics, troubleshooting and customer support, information assurance and security. Real examples of IT environment Assembling a computer from scratch, installing operating system on computer, installing, updating and uninstalling software on Windows and Linux, networking, creating database, stages of analytics process, using troubleshooting skills to solve a problem, developing an effective strategy for information assurance and security. Training videos In the course, you will find many training videos and video tutorials that will provide you with deeper knowledge about IT field and with practical IT skills that you can implement in your everyday IT tasks. 1. Hardware This section will introduce you the computer inside. Actually, you will learn all the components or different pieces inside a computer that together present the computer hardware. You will discover the function of each component and how all hardware components work together to make a computer function. By the end of this module, you will be able to build a computer from scratch! 2. Operating system In this section you will become familiar with operating systems, particularly those that are most widely used today and learn how an operating system interacts with computer hardware. 3. Networking This unit will introduce you to computer networking in practical and theoretical way. 4. Software This section focuses on computer software. By the end of this module, you will be able to install, update and remove software on both Windows and Linux operating systems. 5. Data analysis This section gives an overview of the concepts related to data analysis. 6. Troubleshooting and customer support In this section of the course, you’ll learn about the importance of troubleshooting and customer support. By the end of this module, you will utilize soft skills and write documentation to communicate with others. 7. Security and information assurance The last section of the course is a survey of the fundamental elements of computer security and information assurance. Knowledge repetitions and tests Repetitions of acquired knowledge and tests This course begins with a comprehensive introduction to the world of information technology. Through the course, you will have 9 repetitions and 9 tests that will allow you to check the acquired knowledge and better remember the topics discussed in the course. Final test Passing the final test means that you have enough knowledge and skills in the field of information technology and that you became a certified IT, expert. Practical tasks Practical tasks about: Counting in binary Assemble a computer from scratch Choose and install an operating system on a computer IP addressing and sub-netting Installing software on Windows Creating database, importing and exporting information for use in another application Using data to drive successful outcomes Troubleshooting Developing an effective information assurance strategy Bonus materials for the course: Advice on how to develop an effective strategy for information assurance and security A practical guide on how to install, update and uninstall operation systems, software, and other applications on the computer List of practical advice on how to improve your IT skill Practical guide on how to assemble a computer from scratch and how to work with computers successfully A letter from your expert instructor: The world of IT management is growing at a rapid pace and having the right skills and experience can help you develop and further improve your qualifications that will lead you to a lucrative career. We are pleased to present you and invite you to most popular and advanced study program for information technology – IT that aims to prepare you for a role of IT Specialist.In the course, you will be introduced to the world of IT through carefully, detailed developed lessons. The material shared covers plenty of IT topics and is designed to give you deeper knowledge of the IT field. The course will instruct you and teach you how to accomplish common IT tasks with the best tools and resources.This certificate course will equip you with the skills and working practices you need to apply to any IT job and that you need to succeed at all stages of your IT career. It will help you to develop and further improve your knowledge at a range of a master of IT.Investing in yourself is not wasting money and time, but a key for a better future ahead. Enroll our self-paced IT course now and start learning today, so you can benefit tomorrow!Toni Matthijs- IT Expert

Unlock Your Potential: Leadership vs Management Course Are you ready to step into your full potential as a leader? 🚀 Are you seeking clarity on the differences between leadership and management? Look no further! Our comprehensive course, 'Leadership vs Management,' is designed to equip you with the skills, insights, and strategies you need to thrive in today's dynamic business landscape. Why Choose 'Leadership vs Management' Course? In today's fast-paced world, the ability to lead effectively is paramount for success. However, many individuals often confuse leadership with management. While both are crucial components of organizational success, they entail distinct skill sets, mindsets, and approaches. Our course delves deep into the nuances of leadership and management, offering you invaluable insights to distinguish between the two and leverage their respective strengths. From understanding different leadership styles to mastering key management principles, this course provides you with a holistic understanding of leadership and management dynamics. What Will You Learn? 🔍 Differentiating Between Leadership and Management: Gain clarity on the fundamental differences between leadership and management and understand how they complement each other in driving organizational success. 📚 Exploring Leadership Styles: Explore various leadership styles and discover which ones resonate with your personality, values, and goals. 🔑 Mastering Management Principles: Learn essential management principles, including planning, organizing, leading, and controlling, to enhance your effectiveness in driving team performance and achieving objectives. 🌟 Developing Emotional Intelligence: Cultivate emotional intelligence skills to inspire and motivate teams, navigate conflicts, and foster a positive work culture. 💡 Strategic Decision-Making: Hone your strategic decision-making abilities to anticipate challenges, seize opportunities, and steer your organization towards sustainable growth. Who is This For? Our 'Leadership vs Management' course is ideal for: Aspiring Leaders: Individuals who aspire to lead teams, departments, or organizations and are eager to develop their leadership skills. Seasoned Managers: Experienced managers looking to refine their leadership abilities, enhance their management competencies, and stay ahead in their careers. Entrepreneurs: Business owners and entrepreneurs seeking to cultivate effective leadership practices to drive business success and inspire their teams. Whether you're a seasoned professional or a budding leader, this course is designed to empower you with the knowledge, tools, and confidence to excel in your leadership journey. Career Path Upon completing our 'Leadership vs Management' course, you'll be equipped to: 🌱 Lead with Confidence: Confidently lead teams, departments, or organizations, inspiring others to achieve common goals and objectives. 🚀 Accelerate Your Career Growth: Position yourself for career advancement opportunities by demonstrating strong leadership and management capabilities. 🔧 Drive Organizational Success: Drive organizational success by effectively managing resources, fostering innovation, and cultivating a high-performance culture. Frequently Asked Questions (FAQ) Q: Can I take this course if I have no prior leadership or management experience? A: Absolutely! Our course is designed to cater to individuals at all levels of experience, from beginners to seasoned professionals. Whether you're new to leadership or looking to enhance your existing skills, you'll find valuable insights and practical strategies to propel your growth. Q: Is this course suitable for entrepreneurs and small business owners? A: Yes! Entrepreneurs and small business owners stand to benefit immensely from our course. Effective leadership and management are essential for driving business success, fostering innovation, and building high-performing teams. Our course equips entrepreneurs with the skills and insights they need to lead with confidence and navigate the challenges of entrepreneurship effectively. Q: Will I receive a certificate upon completing the course? A: Yes, upon successful completion of the course, you will receive a certificate of completion. This certificate serves as a testament to your commitment to professional development and can be a valuable addition to your resume or LinkedIn profile. Unlock Your Leadership Potential Today! Don't miss out on the opportunity to unlock your full leadership potential! Enroll in our 'Leadership vs Management' course today and embark on a transformative journey towards becoming a more effective, influential leader. Whether you're aspiring to lead teams, drive organizational change, or excel in your career, this course will empower you to make a lasting impact in today's dynamic business landscape. Join us and take the first step towards realizing your leadership dreams! 🌟 Course Curriculum Module 1 Food Delivery Service in the USA. Food Delivery Service in the USA. 00:00 Module 2 Regulations and Platform Development. Regulations and Platform Development. 00:00 Module 3 Restaurant Partner and Customer Engagement. Restaurant Partner and Customer Engagement. 00:00 Module 4 Quality Control and Sustainability. Quality Control and Sustainability. 00:00 Module 5 Data Analytics and Marketing. Data Analytics and Marketing. 00:00

🚀 Supercharge Your Email Marketing with 'MailChimp Email Subscribers with Hellobar - Sometimes the Monkey Writes Back' Course! 🐵📧   Ready to transform your email marketing game? Discover the power of MailChimp alongside the dynamic capabilities of Hellobar in our exclusive course: 'MailChimp Email Subscribers with Hellobar - Sometimes the Monkey Writes Back.'   🔥 Unleash the Potential: In this comprehensive course, you'll dive deep into leveraging MailChimp's robust features and combining them with Hellobar's innovative tools to create captivating, high-converting email campaigns. From crafting engaging content to mastering subscriber engagement strategies, this course covers it all! 🎯 What You'll Learn:   Harness the full potential of MailChimp's functionality Implement Hellobar's dynamic tools for increased subscriber interaction Craft attention-grabbing email content that resonates with your audience Optimize campaigns for higher open and click-through rates Utilize data analytics to drive impactful marketing decisions And much more! 💡 Why Choose This Course:   Expert-led guidance from industry professionals Practical, hands-on exercises for real-world application Actionable insights and strategies to boost your email marketing ROI Accessible and easy-to-follow modules for all skill levels Exclusive tips and tricks for maximum engagement and conversions   🌟 Who Is This For: Whether you're a marketing newbie or a seasoned professional looking to amplify your email marketing prowess, this course is tailored for you! Entrepreneurs, marketers, business owners, and anyone eager to take their email marketing strategies to the next level will benefit immensely.     🎓 Enroll Today: Don't miss out on this opportunity to revolutionize your email marketing efforts. Join 'MailChimp Email Subscribers with Hellobar - Sometimes the Monkey Writes Back' today and unleash the true potential of your email campaigns! Course Curriculum

Have you ever been intrigued by the power behind the most revolutionary software applications? Do you wonder how these applications transform from mere ideas into functional products that ease life's tasks? Dive deep into the world of software development with our comprehensive "Software Development Career Track" bundle of twenty courses! Within this bundle, you'll traverse from the fundamentals of Coding with Scratch to advanced JavaScript Python and even delve into Game Development using Unity 3D. Explore the wonders of Web Design, dive into Data Analytics with SQL, and embrace the intricacies of Kotlin, the Android coding bible. There's no stone left unturned, with courses covering the depths of PHP, the world of AWS SageMaker Canvas, and mastering the essentials of Linux Security. Your software development journey starts here. Unlock the future of software development today! Embark on a journey that transforms your curiosity into skills. Don't just dream, build. Enrol now and shape tomorrow's digital world! Software Development Courses List: Course 1: Coding with Scratch Course 2: C++ Development: The Complete Coding Guide Course 3: Basic HTML 5 Course 4: JavaScript Advanced Training Course 5: Python Advanced Training Course 6: The Complete SQL from Scratch: Bootcamp Course 7: Easy to Advanced Data Structures Course 8: SQL for Data Science, Data Analytics and Data Visualization Course 9: Learn Web Development from Scratch Course 10: Web Design for Beginners: Build Websites in HTML & CSS Course 11: Kotlin Masterclass Programming Course: Android Coding Bible Course 12: jQuery Masterclass Course: JavaScript and AJAX Coding Bible Course 13: Secure Programming of Web Applications - Developers and TPMs Course 14: Developing Game in Unity 3D Course 15: Game Development using Cocos2d-x v3 C++ Course 16: PHP for Beginners 2023 Guide: Develop an ECommerce Store Course 17: PHP for Beginners: PDO Crash Course 2021 Course 18: Machine Learning Model Using AWS SageMaker Canvas Course 19: WordPress Security Mastery Course 20: Linux Security and Hardening Learning Outcomes: Gain a foundational understanding of programming languages like Scratch, C++, HTML5, JavaScript, Python, and Kotlin. Understand the intricacies of web development and design, ranging from basic website development to e-commerce platform creation. Delve into data structures, SQL's utility in data science, analytics, and visualisation. Master game development techniques using Unity 3D and Cocos2d-x v3 C++. Acquire knowledge on machine learning with AWS SageMaker Canvas. Grasp essential security aspects from WordPress protection to Linux hardening. This dynamic Software Development Career Track bundle serves as a ladder, guiding you through the steps of software development. Starting with the foundational elements, you're introduced to Scratch's simplistic yet effective world, gradually escalating to the dynamic languages like C++ and Kotlin. As you advance, delve into the vibrant realm of web development and design, unlocking the potential to craft and curate seamless websites using HTML & CSS, paired with interactive features facilitated by JavaScript and jQuery. Transition from web design to data with courses focusing on SQL's various applications, be it in straightforward data structures or the vast domains of science, analytics, and visualisation. But software development isn't just about creating - it's also about protecting. Hence, our curated content ensures you grasp the nuances of securing digital entities, from WordPress platforms to entire Linux systems. And for those with a passion for animation and virtual worlds, the game development courses promise a thrilling voyage into Unity 3D and Cocos2d-x v3 C++ realms. CPD 220 CPD hours / points Accredited by CPD Quality Standards Who is this course for? Aspiring software developers keen on understanding the broader spectrum of the field. Web designers and developers aiming to expand their skill set. Data enthusiasts wanting to harness the power of SQL in analytics. Game developers aspiring to master tools like Unity 3D. IT professionals keen on deepening their knowledge in security and hardening. Requirements Without any formal requirements, you can delightfully enrol in this course. Career path Software Developer Web Developer Data Analyst Game Developer Security Specialist WordPress Developer Linux System Administrator Certificates CPD Certificate Of Completion Digital certificate - Included 20 Digital Certificates Are Included With This Bundle CPD Quality Standard Hardcopy Certificate (FREE UK Delivery) Hard copy certificate - £9.99 Hardcopy Transcript: £9.99