118 Big Data Analytics courses

Get ready for an exceptional online learning experience with the Data Analyst (Data Analytics)bundle! This carefully curated collection of 30 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 Data Analyst (Analytics) 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 Analyst (Analytics) package has something for everyone. As part of the Data Analyst (Analytics) package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Data Analyst (Analytics) bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following Data Analyst (Data Analytics)CPD Accredited Courses: Course 01: Basic Data Analysis Course 02: Business Data Analysis Course 03: Introduction to Data Analytics with Tableau Course 04: Google Data Studio: Data Analytics Course 05: SQL Database Basics for Everyone Course 06: R Programming for Data Science Course 07: 2021 Data Science & Machine Learning with R from A-Z Course 08: Learn Python, JavaScript, and Microsoft SQL for Data science Course 09: Spatial Data Visualisation and Machine Learning in Python Course 10: Building Big Data Pipelines with PySpark MongoDB and Bokeh Course 11: Complete Python Machine Learning & Data Science Fundamentals Course 12: Clinical Data Management with SAS Programming Course 13: Certificate in Data Entry and Management Course 14: Quick Data Science Approach from Scratch Course 15: Web Mapping and Data Visualizations Course 16: Programming AutoCAD with SQL Server Database Using C# Course 17: Big Data Analytics with PySpark Power BI and MongoDB Course 18: Develop Big Data Pipelines with R & Sparklyr & Tableau Course 19: Develop Big Data Pipelines with R, Sparklyr & Power BI Course 20: Data Center Training Essentials: Power & Electrical Course 21: Business Intelligence and Data Mining Course 22: Set Menu Prices for your restaurant using data Course 23: Data Analysis In Excel Course 24: Data Protection Course 25: Reporting and Data Course 26: Career Development Plan Fundamentals Course 27: CV Writing and Job Searching Course 28: Networking Skills for Personal Success Course 29: Excel: Top 50 Microsoft Excel Formulas in 50 Minutes! Course 30: Decision Making and Critical Thinking What will make you stand out? Upon completion of this online Data Analyst (Data Analytics) bundle, you will gain the following: CPD QS Accredited Proficiency with this Data Analyst (Analytics) bundle After successfully completing the Data Analyst (Analytics) bundle, you will receive a FREE CPD PDF Certificates as evidence of your newly acquired abilities. Lifetime access to the whole collection of learning materials of this Data Analyst (Analytics) bundle The online test with immediate results You can study and complete the Data Analyst (Analytics) bundle at your own pace. Study for the Data Analyst (Analytics) bundle using any internet-connected device, such as a computer, tablet, or mobile device. Each course in this Data Analyst (Analytics) 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 Data Analyst (Analytics), a rich anthology of 30 diverse courses. Each course in the Data Analyst (Analytics) bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisData Analyst (Analytics) 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 Data Analyst (Analytics) bundle offers you the flexibility and convenience to learn at your own pace. Make the Data Analyst (Data Analytics) package your trusted companion in your lifelong learning journey. CPD 300 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Data Analyst (Data Analytics) 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. Requirements You are cordially invited to enroll in this bundle; please note that there are no formal prerequisites or qualifications required. We've designed this curriculum to be accessible to all, irrespective of prior experience or educational background. Career path Unleash your potential with the Data Analyst (Data Analytics) 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 Data Analyst (Analytics)bundle package. Certificates CPD Quality Standard Certificate Digital certificate - Included 30 CPD Quality Standard Certificates - Free

Duration 3 Days 18 CPD hours This course is intended for Network Security Operations Workload Application Administrators Security Operations Field Engineers Network Engineers Systems Engineers Technical Solutions Architects Cisco Integrators and Partners Overview After taking this course, you should be able to: Define the Cisco telemetry and analytics approach. Explore common scenarios that Cisco Tetration Analytics can solve. Describe how the Cisco Tetration Analytics platform collects telemetry and other context information. Discuss how relative agents are installed and configured. Explore the operational aspects of the Cisco Tetration Analytics platform. Describe the Cisco Tetration Analytics support for application visibility or application insight based on the Application Dependency Mapping (ADM) feature. List the concepts of the intent-based declarative network management automation model. Describe the Cisco Tetration policy enforcement pipeline, components, functions, and implementation of application policy. Describe how to use Cisco Tetration Analytics for workload protection in order to provide a secure infrastructure for business-critical applications and data. Describe Cisco Tetration Analytics platform use cases in the modern heterogeneous, multicloud data center. List the options for the Cisco Tetration Analytics platform enhancements. Explain how to perform the Cisco Tetration Analytics administration. This course teaches how to deploy, use, and operate Cisco© Tetration Analytics? platform for comprehensive workload-protection and application and network insights across a multicloud infrastructure. You will learn how the Cisco Tetration Analytics platform uses streaming telemetry, behavioral analysis, unsupervised machine learning, analytical intelligence, and big data analytics to deliver pervasive visibility, automated intent-based policy, workload protection, and performance management. Exploring Cisco Tetration Data Center Challenges Define and Position Cisco Tetration Cisco Tetration Features Cisco Tetration Architecture Cisco Tetration Deployment Models Cisco Tetration GUI Overview Implementing and Operating Cisco Tetration Explore Data Collection Install the Software Agent Install the Hardware Agent Import Context Data Describe Cisco Tetration Operational Concepts Examining Cisco Tetration ADM and Application Insight Describe Cisco Tetration Application Insight Perform ADM Interpret ADM Results Application Visibility Examining Cisco Tetration Intent-Based Networking Describe Intent-Based Policy Examine Policy Features Implement Policies Enforcing Tetration Policy Pipeline and Compliance Examine Policy Enforcement Implement Application Policy Examine Policy Compliance Verification and Simulation Examining Tetration Security Use Cases Examine Workload Security Attack Prevention Attack Detection Attack Remediation Examining IT Operations Use Cases Key Features and IT Operations Use Cases Performing Operations in Neighborhood App-based Use Cases Examining Platform Enhancement Use Cases Integrations and Advanced Features Third-party Integration Examples Explore Data Platform Capabilities Exploring Cisco Tetration Analytics Administration Examine User Authentication and Authorization Examine Cluster Management Configure Alerts and Syslog Additional course details: Nexus Humans Cisco Implementing Cisco Tetration Analytics v1.0 (DCITET) 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 Cisco Implementing Cisco Tetration Analytics v1.0 (DCITET) 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.

Get ready for an exceptional online learning experience with the Sage, Payroll, HR, Accounting & Bookkeeping 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 Sage, Payroll, HR, Accounting & Bookkeeping 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 Sage, Payroll, HR, Accounting & Bookkeeping package has something for everyone. As part of the Sage, Payroll, HR, Accounting & Bookkeeping package, you will receive complimentary PDF certificates for all courses in this bundle at no extra cost. Equip yourself with the Sage, Payroll, HR, Accounting & Bookkeeping bundle to confidently navigate your career path or personal development journey. Enrol today and start your career growth! This Bundle Comprises the Following CPD Accredited Courses: Sage 50 Accounts Payroll Management and Systems Diploma HR and Payroll Administrator Course Professional Bookkeeping Excel for Bookkeeping Introduction to Accounting Xero Advisor Quickbooks Online Financial Management Financial Modelling Course - Learn Online Finance: Financial Investigator Bookkeeping Diploma in Business Analysis Diploma in Data Analysis Fundamentals Big Data Analytics with PySpark Tableau Desktop and MongoDB Career Development Plan Fundamentals CV Writing and Job Searching Learn to Level Up Your Leadership Networking Skills for Personal Success Ace Your Presentations: Public Speaking Masterclass 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 Sage, Payroll, HR, Accounting & Bookkeeping Bundle. Develop practical skills applicable to real-world situations. Enhance personal and professional growth with the Sage, Payroll, HR, Accounting & Bookkeeping. Build a strong knowledge base in your chosen course via Sage, Payroll, HR, Accounting & Bookkeeping. Benefit from the flexibility and convenience of online learning. With the Sage, Payroll, HR, Accounting & Bookkeeping 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 Sage, Payroll, HR, Accounting & Bookkeeping, a rich anthology of 15 diverse courses. Each course in the Sage, Payroll, HR, Accounting & Bookkeeping bundle is handpicked by our experts to ensure a wide spectrum of learning opportunities. ThisSage, Payroll, HR, Accounting & Bookkeeping 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 Sage, Payroll, HR, Accounting & Bookkeeping bundle offers you the flexibility and convenience to learn at your own pace. Make the Sage, Payroll, HR, Accounting & Bookkeeping package your trusted companion in your lifelong learning journey. CPD 210 CPD hours / points Accredited by CPD Quality Standards Who is this course for? The Sage, Payroll, HR, Accounting & Bookkeeping 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 Sage, Payroll, HR, Accounting & Bookkeeping 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 Sage, Payroll, HR, Accounting & Bookkeeping bundle package. Certificates Certificate Of Completion Digital certificate - Included Certificate Of Completion Hard copy certificate - Included You will get a complimentary Hard Copy Certificate.

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

Earn up to 100k as a 'Web Developer' or Your 100% Money Back Are you passionate about technology? Do you dream of building websites and applications that people use every day? Then web development could be your perfect career path. The UK digital sector is booming, with a projected job growth of 12.1% by 2027 - far exceeding the national average. Web developers enjoy an average salary of £42,000, with top earners reaching £100,000+. Ready to join this exciting field? This Web Developer Job Guarantee Programme empowers you to transform from beginner to job-ready professional. This Web Developer Job Guarantee Programme is your all-in-one solution to learn web development from scratch and also secure a job in this exciting industry. With our unique blend of comprehensive courses and career support, your dream job is within reach. We understand the challenges of transitioning into a new field, which is why our program is tailored to guide you every step of the way - from mastering core skills to landing your first job as a web developer. By choosing our Web Developer Job Guarantee Programme, you're not just gaining skills; you're gaining a lifelong career partner. Our mission is simple - to be your trusted partner every step of the way, from training to employment. In addition to teaching you the technical skills you need, we will also provide you with career mentoring and support. We will help you build your resume, prepare for interviews, and land your dream job. We also have partnerships with many companies that are hiring Programmers, so we can help you get your foot in the door. If you are not happy with our service, we also offer a 100% money-back guarantee. So what are you waiting for? Enrol in our Web Developer Job Guarantee Programme today and start your journey to becoming a successful Web Developer Programmer! Why Choose Us? So, what sets us apart from other programs? Let's dive into the exceptional benefits you'll experience when you join our Certified Web Developer Job Guarantee Programme: Personalised Guidance: We believe in the power of individual attention. Our experienced mentors will provide one-on-one counselling sessions tailored to your specific needs. Whether you're a beginner or have some Web Development experience, we will guide you towards honing your skills and developing a strong foundation in Web Development. One-On-One Consultation: Gain invaluable insights and guidance from seasoned professionals who have thrived in the Web Development field. Our consultation sessions provide you with insider tips, tricks, and advice, empowering you to navigate the industry with confidence and expertise. 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Courses we will provide once you enrol in the program: Course 01: Learn Web Development from Scratch Course 02: Diploma in Complete Web Development at QLS Level 5 Course 03: HTML Web Development Crash Course Course 04: CSS Web Development Crash Course Course 05: Fundamentals of CSS Course 06: Ultimate PHP & MySQL Web Development Course & OOP Coding Course 07: Big Data Analytics with PySpark Tableau Desktop and MongoDB Course 08: Web Services Essentials - HTML, Javascript Restful API Course 09: Bootstrap - Responsive Web Design Course 10: Masterclass Bootstrap 5 Course - Responsive Web Design Course 11: JavaScript Basics Course 12: Learn DOM Manipulation with JavaScript Course 13: jQuery: JavaScript and AJAX Coding Bible Course 14: Basic Node.JS Course 15: Ionic & Angular JS: Mobile and Web Development Course 16: Building a TodoMVC Application in Vue, React and Angular Course 17: CompTIA IT Fundamentals ITF+ (FCO-U61) Course 18: MySql Masterclass How Can We Offer Job Guarantees? HF Online provides consultancy, professional and educational services to many of the companies in the UK. During our intense exclusive training program, you will not just gain and complete the industry valuable certification but will gain industry experience as well, which is imperative to get your 1st job in the sector. The is Web Developer Job Guarantee Programme completed in 9 easy steps: Step 1: Enrol in the Programme Begin your exciting journey with us by enrolling in the Web Developer Job Guarantee Programme. Complete your registration and make a secure online payment. Remember, we offer a 14-day money-back guarantee if you're not completely satisfied. After you enrol in the Program, you will get lifetime access to 18 Premium Courses related to Web Development. These courses will teach you the knowledge and skills required to become a successful Web Developer. Our customer service team will help you and keep in contact with you every step of the way. So you won't have to worry about a thing! Step 2: Initial One-On-One Counselling Session Once enrolled, you will be paired with a dedicated career mentor. Schedule your first one-on-one session to discuss your career aspirations, skills, experience, and any areas for potential growth. This conversation will shape your learning and development path. Step 3 - Certification upon Course Completion After learning from the courses, you must obtain certificates for each course. There will be exams for every course, and you have to pass them to get your certificate. To pass successfully, you must get 90% marks. Once you pass the exams, you will receive hardcopy certificates. These certificates will prove that you're an expert in the subject. Step 4: CV Revamping Our team of professionals will build you a compelling CV and LinkedIn profile. We'll ensure it presents your skills and qualifications effectively and is tailored to the needs and expectations of the programming/development industry. With these powerful tools in hand, you'll be fully prepared to tackle job interviews confidently. Step 5: Building Network and Submitting CV We understand the power of casting a wide net. We'll strategically submit your CV to various platforms and networks, expanding your reach and connecting you with valuable opportunities that align with your career goals. We will also make connections with many high-profile individuals and companies through your LinkedIn profile. Step 6: Interview Preparation With your CV ready, we'll move on to interview preparation. Gain exclusive access to our database of potential interview questions. Through simulated interviews with your mentor, you'll practice your responses and receive valuable feedback to further refine your skills. Step 7: Securing Job Interviews Leveraging our partnerships with leading companies, we'll secure job interviews for you. We'll ensure you get the opportunity to showcase your skills to potential employers and get the dream job you want. Step 8: Post-Interview Support Post-interview, we'll provide a debriefing session to reflect on your performance and identify areas of improvement for future interviews if necessary. Remember, our commitment extends until you land your dream job. Step 9: Celebrate Your New Job! Once you've secured your dream job in Web Development, it's time to celebrate! However, our support doesn't end there. We'll provide you with ongoing career advice to ensure you continue to thrive in your new role. We're excited to accompany you on this journey to success. Enrol today, and let's get started! Your path to a successful career in Web Development begins with us. CPD 100 CPD hours / points Accredited by CPD Quality Standards Who is this course for? This Web Developer Job Guarantee Programme Course is suitable for: Beginners with no prior programming experience who are looking to enter the world of coding. Intermediate programmers who wish to expand their skills and explore Web Development's extensive usage. IT professionals seeking to diversify their skill sets and stay relevant in today's tech-driven market. Data analysts and scientists who want to leverage Web Development's powerful libraries for their data processing needs. Students and recent graduates looking to enhance their employability in the thriving tech industry. Entrepreneurs who wish to understand and utilise Web Development to automate tasks and analyse data for their businesses. Anyone with a keen interest in Web Development and a desire to delve into its applications in diverse fields like web development, data science, machine learning, and more. Requirements No experience required. Just enrol & start learning. Career path Front-End Developer: £25,000 - £70,000 annually Back-End Developer: £30,000 - £80,000 annually Full-Stack Developer: £35,000 - £95,000 annually PHP Developer: £30,000 - £75,000 annually JavaScript Developer: £28,000 - £85,000 annually Web Designer & Developer: £27,000 - £75,000 annually Mobile App Developer (Ionic & Angular): £30,000 - £85,000 annually Certificates CPD Accredited e-Certificate Digital certificate - Included CPD Accredited Framed (Hardcopy) Certificate Hard copy certificate - Included Enrolment Letter Digital certificate - Included QLS Endorsed Hard Copy Certificate Hard copy certificate - Included Student ID Card Digital certificate - Included

Duration 4 Days 24 CPD hours This course is intended for This class is intended for experienced developers who are responsible for managing big data transformations including: Extracting, loading, transforming, cleaning, and validating data. Designing pipelines and architectures for data processing. Creating and maintaining machine learning and statistical models. Querying datasets, visualizing query results and creating reports Overview Design and build data processing systems on Google Cloud Platform. Leverage unstructured data using Spark and ML APIs on Cloud Dataproc. Process batch and streaming data by implementing autoscaling data pipelines on Cloud Dataflow. Derive business insights from extremely large datasets using Google BigQuery. Train, evaluate and predict using machine learning models using TensorFlow and Cloud ML. Enable instant insights from streaming data Get hands-on experience with designing and building data processing systems on Google Cloud. This course uses lectures, demos, and hand-on labs to show you how to design data processing systems, build end-to-end data pipelines, analyze data, and implement machine learning. This course covers structured, unstructured, and streaming data. Introduction to Data Engineering Explore the role of a data engineer. Analyze data engineering challenges. Intro to BigQuery. Data Lakes and Data Warehouses. Demo: Federated Queries with BigQuery. Transactional Databases vs Data Warehouses. Website Demo: Finding PII in your dataset with DLP API. Partner effectively with other data teams. Manage data access and governance. Build production-ready pipelines. Review GCP customer case study. Lab: Analyzing Data with BigQuery. Building a Data Lake Introduction to Data Lakes. Data Storage and ETL options on GCP. Building a Data Lake using Cloud Storage. Optional Demo: Optimizing cost with Google Cloud Storage classes and Cloud Functions. Securing Cloud Storage. Storing All Sorts of Data Types. Video Demo: Running federated queries on Parquet and ORC files in BigQuery. Cloud SQL as a relational Data Lake. Lab: Loading Taxi Data into Cloud SQL. Building a Data Warehouse The modern data warehouse. Intro to BigQuery. Demo: Query TB+ of data in seconds. Getting Started. Loading Data. Video Demo: Querying Cloud SQL from BigQuery. Lab: Loading Data into BigQuery. Exploring Schemas. Demo: Exploring BigQuery Public Datasets with SQL using INFORMATION_SCHEMA. Schema Design. Nested and Repeated Fields. Demo: Nested and repeated fields in BigQuery. Lab: Working with JSON and Array data in BigQuery. Optimizing with Partitioning and Clustering. Demo: Partitioned and Clustered Tables in BigQuery. Preview: Transforming Batch and Streaming Data. Introduction to Building Batch Data Pipelines EL, ELT, ETL. Quality considerations. How to carry out operations in BigQuery. Demo: ELT to improve data quality in BigQuery. Shortcomings. ETL to solve data quality issues. Executing Spark on Cloud Dataproc The Hadoop ecosystem. Running Hadoop on Cloud Dataproc. GCS instead of HDFS. Optimizing Dataproc. Lab: Running Apache Spark jobs on Cloud Dataproc. Serverless Data Processing with Cloud Dataflow Cloud Dataflow. Why customers value Dataflow. Dataflow Pipelines. Lab: A Simple Dataflow Pipeline (Python/Java). Lab: MapReduce in Dataflow (Python/Java). Lab: Side Inputs (Python/Java). Dataflow Templates. Dataflow SQL. Manage Data Pipelines with Cloud Data Fusion and Cloud Composer Building Batch Data Pipelines visually with Cloud Data Fusion. Components. UI Overview. Building a Pipeline. Exploring Data using Wrangler. Lab: Building and executing a pipeline graph in Cloud Data Fusion. Orchestrating work between GCP services with Cloud Composer. Apache Airflow Environment. DAGs and Operators. Workflow Scheduling. Optional Long Demo: Event-triggered Loading of data with Cloud Composer, Cloud Functions, Cloud Storage, and BigQuery. Monitoring and Logging. Lab: An Introduction to Cloud Composer. Introduction to Processing Streaming Data Processing Streaming Data. Serverless Messaging with Cloud Pub/Sub Cloud Pub/Sub. Lab: Publish Streaming Data into Pub/Sub. Cloud Dataflow Streaming Features Cloud Dataflow Streaming Features. Lab: Streaming Data Pipelines. High-Throughput BigQuery and Bigtable Streaming Features BigQuery Streaming Features. Lab: Streaming Analytics and Dashboards. Cloud Bigtable. Lab: Streaming Data Pipelines into Bigtable. Advanced BigQuery Functionality and Performance Analytic Window Functions. Using With Clauses. GIS Functions. Demo: Mapping Fastest Growing Zip Codes with BigQuery GeoViz. Performance Considerations. Lab: Optimizing your BigQuery Queries for Performance. Optional Lab: Creating Date-Partitioned Tables in BigQuery. Introduction to Analytics and AI What is AI?. From Ad-hoc Data Analysis to Data Driven Decisions. Options for ML models on GCP. Prebuilt ML model APIs for Unstructured Data Unstructured Data is Hard. ML APIs for Enriching Data. Lab: Using the Natural Language API to Classify Unstructured Text. Big Data Analytics with Cloud AI Platform Notebooks What's a Notebook. BigQuery Magic and Ties to Pandas. Lab: BigQuery in Jupyter Labs on AI Platform. Production ML Pipelines with Kubeflow Ways to do ML on GCP. Kubeflow. AI Hub. Lab: Running AI models on Kubeflow. Custom Model building with SQL in BigQuery ML BigQuery ML for Quick Model Building. Demo: Train a model with BigQuery ML to predict NYC taxi fares. Supported Models. Lab Option 1: Predict Bike Trip Duration with a Regression Model in BQML. Lab Option 2: Movie Recommendations in BigQuery ML. Custom Model building with Cloud AutoML Why Auto ML? Auto ML Vision. Auto ML NLP. Auto ML Tables.

Develop true Digital Marketing Strategy expertise with DMI Specialist. Learn digital communications, analytics, marketing automation and budget & strategy formulation from Industry Skills Experts. Course Overview This dynamic online Diploma in Digital Strategy & Planning course covering topics in digital communications, analytics, marketing automation and budget & strategy formulation giving you the skills, know-how, strategy and techniques to be that change. Here is power. The power to influence. To speak to billions of people. Specialization is for when you don’t just want to play the digital marketing game anymore, you want to drive it. To change it. the DMI SPECIALIST online Digital Strategy and Planning certification is perfect for you to become an online digital marketer. Become a member and connect to the industry and white-hot opportunities. Here is power. The power to influence. To speak to billions of people. What’s New? Develop true Digital Marketing Strategy expertise with DMI Specialist. Learn digital communications, analytics, marketing automation and budget & strategy formulation from Industry Skills Experts. Learn every aspect of Digital Marketing Strategy across 9 modules of interactive learning to give you a highly relevant and deep knowledge of digital strategy, all wrapped up with the world’s most recognized digital marketing certification on completion. Program learning outcomes and content: WHAT WILL I LEARN? We give you the thinking and tools to become a leading player on the digital stage. Create powerful and dynamic digital strategy. See it manifest into real world, business-changing action. The modules are building blocks – of knowledge, of your vision, of the leading Certified Digital Marketing Specialist – Digital Strategy & Planning that is you. Here is what you need to know. Course Content: Introduction: We bring science to thought. We have created the 3i Framework which is designed to help you select the best digital strategy for your organisation and make it happen. The 3i is smart and rigorous. It’s transformative. And you shall be impressed. This module introduces this nifty piece of brainwork. Later modules expand on it. • The fundamental concepts underpinning the DMI 3i Methodology. • The how-to’s of business strategy development. • Key components in an effective digital strategy. • Strategic management, a long-sighted look at lasting, growing success Traditional Communications: In this model, we explore how the marketing classics still anchor any campaign – yet the contemporary digital campaign is a far more fantastical vessel. We look deep into how our tech is changing the consumer experience, and how we must respond. Digital Communications: We are living through extraordinary times. The opportunities are as big, sprawling and diverse as the World Wide Web. The challenge too is bigger. Markets are sophisticated and fragmented. Now, more than ever, thy most know thy consumer (and thy digital channels). Here we look at: the fundamentals of digital communications planning, improving ROI, understanding your audience. Where can they be found? How to engage them? Budgeting for your digital strategy and effective resources reviewing, measuring, and analysing your digital strategy. Digital Channels: Facebook, Linkedin, Instagram, Twitter, Snapchat and so on. They multiply and they proliferate. Yet in this great distraction and fragmentation, there is also great opportunity. This module covers: inbound and outbound strategies, cross media planning, the digital channel mix, and mobile marketing social media marketing. Content marketing that is relevant, timely and riveting the what, how and why of search engine marketing email marketing, affiliate marketing, and marketing automation display and video advertising best practice. Because we have eyes to see. Marketing Automation: Automation doesn’t beat inspiration but it sure makes a marketeer’s life easier and more exciting. Here is superpower, working quieting and perfectly under your orders, night and day. See how smart businesses are sharpening their edge with CRM software for better sales enablement, lead nurturing and way more. Budget & Resourcing: Money makes marketing go round. But value is where it’s at. This model goes deep on how to hit max ROI for any given budget. Then some consideration for that other precious resource, human talent. Explore: • Key factors to consider when planning a marketing budget. • Setting that marketing budget. • How to monitor and optimize a budget during campaign, execution. • The human element. • Recruit, train and keep top people. Big Data & Analytics: The Big Data & Analytics module will provide you with a broad understanding of Big Data, Advanced Analytics and Artificial Intelligence. You will learn the fundamental frameworks and understand how cutting-edge analytics tools are being used to help businesses succeed wildly. Digital Leadership: We are living in extraordinary times, which call for extraordinary leaders. That means you. You shall lead the transition from the remnants of traditional marketing and into the brave, new digital marketing world which you are helping to invent. And you shall lead with razor-sharp thought and strategy. You shall take your brand and your organisation to places yet undreamed of. Strategy Formulation & Plan: By now, you’ll have come a long way. You are (almost) ready to go forth, carve out new and unexplored neural pathways and digital markets. You are standing on the very edge of the leading-edge, and you are just about ready to spread those new digital super-wings and soar. But first, the ultimate strategy module; the ultimate in strategy. DURATION 8-10 Weeks WHATS INCLUDED Course Material Case Study Experienced Lecturer Refreshments Certificate

Through this course, you will learn how to arrange Kafka a producer and consumer and Kafka Streams and Connectors accurately. You will also gain the skills needed to coordinate Kafka with existing application stages and to pass the Apache Kafka certification exam.

This advanced certification drills deep into the latest thinking to develop true digital marketing expertise. Course Overview This advanced certification drills deep into the latest thinking to develop true digital marketing expertise. Learn about Digital Strategy, CX, Search Marketing, Social Media, Leadership and more. Get world class, knowledge and insight: DMI EXPERT is our postgraduate level 140-hour course with an advanced, professional certification. It delivers breadth and depth of understanding of digital marketing and provides the learner with the digital and research skills to work at a management or strategic level. This certification is credit rated at level 11 on the Scottish Credit and Qualifications Framework and awarded 120 credit points by the SQA (Scottish Qualifications Authority), which is comparable to a postgraduate diploma awarded by a UK university. Program learning outcomes and content: What Will I Learn? We give you the thinking and tools to become a leading player on the digital stage. Create powerful and dynamic digital strategy, and access modern, career-defining training covering all key digital marketing disciplines. Course Content: Social Media Marketing: Learn how to create engaging content on social media and how to plan, execute, optimize and report on social media marketing campaigns across the key social platforms. • Social Research • Social Content • Facebook, Instagram, Pinterest • Twitter • LinkedIn • YouTube & Social Video • Social Apps • Social Commerce & Affiliate Marketing • Social Customer Service • Social Strategy Strategy and Planning: Gain all the key skills and practices associated with planning a successful digital strategy. Everything from digital channels, marketing automation, budgeting, analytics and digital leadership. • Digital Communications v Traditional Communications • Marketing automation and CRM • Budget and Resourcing • Big Data & Analytics • Strategy Formulation and Plan • Digital Communications & Channels • Omnichannel tactics CX, eCommerce and CRO: Learn the key concepts underpinning website optimization, conversion rate optimization and effective e-commerce for every business requirement. Build highly effective user experiences for your customers. • Website Optimization • UX Research & Design • E-Commerce Strategy • Applied E-Commerce • Graphic Design Essentials for Marketers Search and Digital Channels: Plan, implement, refine and report on search marketing campaigns. Drive traffic across all digital channels. Taught directly by Neil Patel and DMI’s experts, you’ll gain knowledge from people who actually use these tactics in the field. • SEO Setup & Content • SEO Workshop • Paid Search & Display Advertising • Measurement with Google Analytics • Email Marketing Strategy • Applied Email Marketing • SEO for ecommerce Digital Selling: Recognize the value of social selling and incorporate digital techniques to better engage with customers and prospects to drive increased conversion rates. • Fundamentals of Social Selling • Finding & Targeting Prospects • Attracting Customers • Closing & Retaining • Increasing Engagement Essential Skills: Gain all the essential skills all marketers, professionals and business leaders need to work effectively, productively and professionally in a collaborative business environment. • Project Planning • Creativity Skills • Personal Skills • Working With Others Leadership and Management: Develop practical skills and techniques that you can use to think strategically, build effective teams, deal with conflict and crisis and persuade and influence others. • Thinking Strategically • Building Effective Teams • Dealing with Conflicts and Crises • Persuading and Influencing DURATION 52 Weeks WHATS INCLUDED Course Material Case Study Experienced Lecturer Refreshments Certificate

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