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Prompt Engineering for Data Analysis Python, Pandas, ChatGPT
ChatGPT & Python. No Coding Needed. Data Analysis & Data Visualisation with ChatGPT, Python, Pandas & Prompt Engineering
Created by Saad A | 10.5 hours on-demand video course
Prompt Engineering for Data Analysis with Python, Pandas & ChatGPT” is a groundbreaking course that empowers you to harness the latest advancements in artificial intelligence by utilizing the incredible ChatGPT technology. Our innovative teaching methodology allows you to learn coding through prompt engineering, eliminating the need to write a single line of code. This approach is tailored to make coding accessible and enjoyable, even for absolute beginners.
For those already experienced in data analysis using Python, this course offers a game-changing opportunity to dramatically enhance your coding speed and efficiency. By leveraging GPT’s capabilities, you’ll learn how to use prompt engineering techniques to guide ChatGPT in generating accurate, high-quality code tailored to your specific requirements. This transformative skillset will enable you to focus on solving complex data analysis problems while ChatGPT takes care of writing the code, ultimately saving you time and effort.
What you’ll learn
- Confidently approach data analysis tasks with Python and Pandas, even without prior coding experience.
- Leverage the power of ChatGPT and prompt engineering techniques to efficiently generate accurate, high-quality code for data analysis and visualisation.
- Seamlessly integrate ChatGPT-generated code into their Python and Pandas workflows, saving time and effort on manual coding.
- Effectively communicate with ChatGPT by crafting optimised prompts that guide the AI to produce the desired results.
- Master the use of Jupyter Notebook and Google Colab, enabling a smooth and productive learning experience.
- Gain proficiency in importing and exporting various types of data files in Python, enhancing their versatility as data analysts.
- Create visually appealing and informative data visualisations using the Matplotlib library to support their data-driven decision-making processes.
- Develop a strong foundation in Python, Pandas, and data analysis, paving the way for future learning and professional growth in the field.
Recommended Course
Prompt Engineering with ChatGPT 4 & Midjourney 2000+ prompts
ChatGPT with React and OpenAI API 2023. Build your own App.
Create your own ChatGPT Application with React, JavaScript, Express and SocketIO. Learn how to connect with OpenAI API.
Created by Marek Gryszkiewicz | 4 hours on-demand video course
Introducing an exciting new Udemy course – “Building Chat Application with SocketIO, React, and OpenAI API”! This course is designed for anyone interested in learning how to build chat application using the latest web development technologies. In this comprehensive course, you will learn how to build a chat application similar to ChatGPT using SocketIO, React, JavaScript, and Express.
The course starts creating app from scratch with SocketIO and React and procceed to the more advanced topics such as integrating with OpenAI API and deploying the application. You will learn how to build a real-time chat application that stores chat history on the server side, making it easy to access and review past conversations.
In addition, the course also includes a quick tutorial on how to generate prompts using OpenAI API, which is a powerful tool for generating natural language responses. You will learn how to integrate OpenAI API with your chat application and use it to enhance the user experience.
By the end of this course, you will have gained the skills and knowledge needed to build your own chat applications using SocketIO, React, and OpenAI API. You will also have learned how to deploy your application to a production environment, making it accessible to users around the world.
What you’ll learn
- Create your own ChatGPT Application with React and JavaScript
- Create your own Express Server
- Store chat history of the previous asked questions and responses from AI
- Learn how to work with OpenAI API
- Create connection with OpenAI API
- Deploy your Application
- Learn how to use SocketIO for realtime communication
- Learn how to connect with SocketIO from Client Side
- Get experience with Redux – store management / store container
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YOLOv7 YOLOv8 YOLO-NAS: Object Detection, Tracking & WebApp
Object Detection, Segmentation, Tracking, Pose Estimation, Web App Development, Real World 22 + projects with Web Apps
Created by Mohammad Moin | 19 hours on-demand video course
Unlock the Power of Computer Vision with our YOLOv7 YOLOv8 YOLO-NAS Crash Course (3 COURSES IN 1 )- Learn Object Detection, Segmentation, Tracking, and Pose Estimation Techniques, Build Web Apps, and Dive into Real-World Projects. Our YOLOv7 YOLOv8 YOLO-NAS Crash Course Features Over 22 Exciting Projects to Help You Master Object Detection, Segmentation, Tracking, and Pose Estimation!
What you’ll learn
- Introduction to YOLOv7
- Introduction to YOLOv8
- What’s New in YOLO-NAS | Is YOLO-NAS the Future of Object Detection?
- YOLO-NAS Object Detection | Run YOLO-NAS in 1 CLICK – Google Colab
- How to run a YOLOv7 program for Object Detection, Segmentation
- How to run a YOLOv8 program for Object Detection, Segmentation
- How to find the dataset
- Data annotation/labeling/ Automatic Dataset Splitting
- How to train YOLOv7 using custom dataset, transfer learning and resume training
- Visualize the Training Performances
- How to train YOLOv8 using custom dataset
- How to train YOLO-NAS using custom dataset
- YOLO-NAS Object Detection with Webcam in Real Time
- Multiple Object Tracking using YOLOv7
- Multiple Object Tracking using YOLOv8
- Object Segmentation using YOLOv7
- Object Segmentation using YOLOv8
- YOLOv7 Segmentation with Multiple Object Tracking
- YOLOv8 Segmentation with Multiple Object Tracking
- Pose Estimation using YOLOv7
- Badminton Shots Identification using LSTM and YOLOv7 Pose Estimation Model
- Crunch Counter using YOLOv7 Pose Estimation
- Real Time Sign Language Alphabets Detection using YOLO-NAS
- Personal Protective Equipment Detection using YOLO-NAS
- Real-Time Custom Object Detection with YOLO-NAS and Webcam
- Face Mask Detection using YOLOv7
- Integrating YOLOv7 with Flask for Web App Development
- Personal Protective Equipment Detection using YOLOv7
- Potholes Detection using YOLOv8
- Personal Protective Equipment Detection using YOLO-NAS
- Car Velocity Calculation + Traffic Counting using YOLOv7 and Object Tracking
- Vehicles Counting (Entering and Leaving) using YOLOv7 & DeepSORT Object Tracking
- Car Velocity Calculation + Vehicles Counting (Entering and Leaving)
- Potholes Detection and Segmentation using YOLOv7 & Estimating the Pixel Area of Each
- Segmentation Mask
- Vehicles Intensity Heatmaps | Vehicles Counting | Tracking using YOLOv7
- Privacy Blurring using YOLOv7 with Object Tracking
- Fire Detection System using YOLOv7
- Plastic Bottles Counting on Manufacturing Lines using YOLOv7
- Waste Detection and Segmentation using YOLOv7
- License Plate Detection and Recognition using YOLOv7
- Basketball Player and Ball Detection, Tracking and Speed Estimation using YOLOv7
- Tennis Shots Identification using YOLOv7 Pose Estimation and LSTM Model
- Push Up Counter using YOLOv7 Pose Estimation
- Privacy Blurring Web App
- Vehicles Counting Entering and Leaving Web App
- Real World 22 + Projects with YOLOv7
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YOLOv8: Object Detection, Tracking & Web App in Python 2023
YOLOv8, Train Custom Dataset, Object Detection, Segmentation, Tracking, Real World 17 + Projects & Web Apps in Python
Created by Mohammad Moin | 12 hours on-demand video course
Welcome to the YOLOv8: The Ultimate Course for Object Detection & Tracking with Hands-on Projects, Applications & Web App Development. YOLOv8 is the state-of-the-art object detection model. It is the 8th version of YOLO and is an improvement over the previous versions in terms of speed, accuracy and efficiency.
What you’ll learn
- Introduction to YOLO
- Fundamentals of YOLOv8
- How to run a YOLOv8 program for Object Detection, Segmentation, Classification
- How to find the appropriate dataset
- Data annotation/labeling/ Automatic Dataset Splitting
- Training YOLOv8 on Custom Dataset
- How to train YOLOv8 using custom dataset, transfer learning and resume training
- Visualize the Training Performances
- Multiple Object Tracking using YOLOv8
- Object Segmentation using YOLOv8
- How to train YOLOv8 Segmentation using custom dataset, transfer learning and resume training
- YOLOv8 Segmentation with Multiple Object Tracking
- Integrating YOLOv8 with Flask for Web App Development
- Potholes Detection using YOLOv8
- Personal Protective Equipment Detection using YOLOv8
- Pen and Book Detection using YOLOv8
- Traffic Counting using YOLOv8 and DeepSORT Object Tracking
- Car Velocity Calculation + Traffic Counting
- Vehicles Counting (Entering and Leaving) using YOLOv8 & DeepSORT Object Tracking
- Car Velocity Calculation + Vehicles Counting (Entering and Leaving)
- Potholes Detection and Segmentation using YOLOv8
- Traffic Lights Detection and Color Recognition using YOLOv8
- Cracks Segmentation using YOLOv8.
- Helmet Detection and Segmentation using YOLOv8
- Traffic Watch: Automated Vehicle Direction Detection and Counting using YOLOv8
- License Plate Detection and Recognition using YOLOv8
- Face Detection, Gender Classification, Counting, Tracking, Alert and Analytics
- Object Blurring using YOLOv8 with Object Tracking
- Vehicles Segmentation and Tracking with Vehicles Counting and Speed Estimation
- Personal Protective Equipment (PPE) Detection Web App
- Real World 17 + Projects with YOLOv8: Unleashing the Power of YOLOv8
Recommended Course
YOLOv7 YOLOv8: Deep Learning & Computer Vision 2023
Modern Computer Vision™ PyTorch, Tensorflow2 Keras & OpenCV4
Complete Agile Scrum Product Owner Certification Training
Prep Course for Professional Scrum Product Owner 1 (PSPO 1). Agile Scrum simulation & 400+ Practice Questions.
Created by Omni Academy, Mirko Perkusich, Ph.D., Gustavo Farias | 7.5 hours on-demand video course
This course and practice exams are neither endorsed by, nor in partnership, nor affiliated with Scrum .org. This course prepares you for taking Scrum .org’s Professional Scrum Product Owner ® level 1 (PSPO I ®) assessment. Imagine accelerating your career trajectory, stepping into one of the most lucrative and promising roles in the current market, and significantly elevating your standard of living.
What you’ll learn
- Pass the Professional Scrum Product Owner I (PSPO I) certification, on your first attempt.
- Unlock the power of the Scrum framework, embracing its principles, values, and practices to achieve outstanding results.
- Foster seamless collaboration with the Scrum Team, stakeholders, and organizational roles, becoming a true catalyst for high-performance delivery.
- Unleash your potential in effectively managing and ordering the Product Backlog, unleashing the true value of your product.
- Craft a compelling and visionary Product Vision that captivates stakeholders and propels your product towards remarkable success.
- Harness the art of gathering and managing stakeholder feedback, transforming it into actionable insights that align with your product vision.
- Master the science of empirical product planning, navigating the road to success with a transparent and dynamic product roadmap.
- Elevate your product’s value through meticulous release management and planning, delivering game-changing increments with finesse.
- Master the art of communication and stakeholder engagement, forging deep connections that translate your product vision into shared understanding.
- Tackle complex product development challenges head-on, overcoming obstacles and resolving conflicts to drive remarkable outcomes.
- Conquer the Professional Scrum Product Owner certification assessment with confidence, equipped with the knowledge and skills to succeed.
- Get unique assessment tips and shortcuts for answering questions of the Professional Scrum Master (PSM) I assessment.
- PSPO I Sniper lectures, specifically tailored for Professional Scrum Product Owner (PSPO) I assessment questions.
- Test your understanding throughout the course with quizzes.
- Get ready for taking the Professional Scrum Product Owner (PSPO) I assessment by taking exclusive Professional Scrum Product Owner (PSPO) I simulators.
- Ask questions in the Q&A section.
- A digital certificate of completion.
- Manually curated captions to enhance your learning experience.
Recommended Course
Complete Agile Scrum Master Certification Training
Scrum Certification 2023 +Scrum Master+ Agile Scrum Training
PL-500 Power Automate RPA Bootcamp
Learn Power Automate FAST and conquer the PL-500 certification exam!
Created by Bryan Lamb | 3 hours on-demand video course
This course is designed to help you learn Power Automate FAST, and set you up for success for the PL-500 exam! This course is suitable for beginners and intermediate-level learners who want to learn how to implement and manage solutions using Power Automate and the Power Platform.
Inside you’ll find a step-by-step guide that starts with comprehensive platform setup, Power Automate key concepts, then moves on to more advanced topics relevant to the PL-500 exam. The curriculum is divided into modules that help you understand key topics covered in the PL-500 exam, including business landscape, platform setup, critical features, flow deployment, permissions management, and more.
The course is designed to maximize learners’ chances of passing the PL-500 certification exam. The course materials include lectures, exercises, and a practice test that measures your understanding of the topics in this course. Learners can use these resources to reinforce their learning, assess their understanding of the concepts, and practice their exam-taking skills.
By the end of the course, learners will have gained a clear understanding of key Power Automate and Power Platform concepts, and they will have acquired skills and knowledge necessary for the PL-500 certification exam. They will be able to create and manage custom business solutions, and integrate with other systems.
Overall, this PL-500 Power Automate Bootcamp course is an excellent resource for anyone who wants to learn Power Automate FAST and prepare for the PL-500 exam!
What you’ll learn
- Overview of enterprise RPA
- Overview of the PL-500 exam
- Comprehensive Power Automate platform setup
- Automation of manual tasks
- Cloud flows and Desktop flows
- PL-500 study resources, insights, and guidance
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MO-210: Microsoft Excel (from beginner to intermediate)
Learn the skills for the new MO-210 Excel certification. Create tables, formulas, charts and manage workbooks.
Created by Phillip Burton, I Do Data Limited | 8.5 hours on-demand video course
The MO-210 certification is the new certification for Excel. Microsoft says that this certification demonstrates that you have the skills needed to get the most out of Excel by earning a Microsoft Office Specialist: Excel Associate (Microsoft 365 Apps) certification.
This course has been created using Udemy’s Accessibility guidelines.
In this MO-210 course:
- We’ll start with create and manage worksheets and workbooks. We’ll import data into workbooks, navigate and format workbooks, and prepare them for collaboration and distribution.
- We’ll then look at managing data cells and ranges and create tables. We’ll insert data into and format workbooks, summarise and organize data, manage table styles and options, and filter and sort table data.
- We’ll then perform operations with Excel formulas and functions. We’ll use functions for summarising data, performing conditional operations, formatting and modifying text, sorting and generating numeric data.
- Finally, we’ll look at creating charts and sparklines. We’ll use different chart types, such as line, bar, area and pie charts, we’ll add legends and apply layouts and styles, and insert sparklines.
No prior knowledge is required. And there are 15 Practice Activities, 15 quizzes and a Practice Test to help you remember the information, so you can be sure that you are learning.
What you’ll learn
- Create, configure and save Excel worksheets and workbooks.
- Navigate through and format worksheets and workbooks.
- Customise options and views for worksheets and workbooks.
- Configure Excel worksheets and workbooks to print (e.g. page setup).
- Insert data into and format cells and ranges, and create and modify tables.
- Highlight, filter, sort and group cells, ranges and tables.
- Create and format Excel charts.
- Create formulas in Excel, including using conditional logic and modifying text.
Recommended Course
MO-211: Microsoft Excel Expert (Microsoft 365 Apps)
Learn the skills for the new MO-211 Excel certification. Create PivotTables, simple macros, advanced charts and formulas
Created by Phillip Burton, I Do Data Limited | 8 hours on-demand video course
The MO-211 certification is the new Expert certification for Excel, launched in April 2023. Microsoft says that this certification demonstrates that you have the skills needed to get the most out of Excel by earning a Microsoft Office Specialist: Excel Expert (Microsoft 365 Apps) certification.
This course has been created using Udemy’s Accessibility guidelines. It follows on from your preparations for the MO-210 Excel certification. This content is available in “MO-210: Microsoft Excel (from beginner to intermediate)”, which is published on Udemy.
What you’ll learn
- Manage workbook options and settings, including preparing workbooks for collaboration Manage and format data
- Fill cells based on existing data, format and validate data and apply advanced conditional formatting
- Create advanced formulas and macros
- Logical functions include IFS, SWITCH, SUMIF, SUMIFS, AND, OR, NOT and LET
- Lookup functions are XLOOKUP, VLOOKUP, HLOOKUP, MATCH and INDEX
- Other functions include WEEKDAY, WORKDAY, NPER, PMT, FILTER and SORTBY
- Manage PivotTables, PivotCharts and advanced charts, including g Box & Whisker, Combo, Funnel, Histogram, Sunburst, and Waterfall charts
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Mastering dbt (Data Build Tool) – From Beginner to Pro
Hands-on Analytics Engineering Bootcamp Including Theory, Building a dbt Project from Scratch, & Deploying to dbt Cloud
Created by Jack Colsey | 7 hours on-demand video course
A complete course to help anyone with basic SQL skills learn advanced dbt, a key tool for Analytics Engineering! Welcome to the 2023 Mastering dbt (data build tool) course! This course runs through everything from the theory behind dbt to building an advanced dbt project (from scratch) and deploying it on dbt Cloud.
I have over 7 years of experience across Analytics / Analytics Engineering / Data Science, including 4 years using dbt on a daily basis. I was also involved in the rollout of dbt in my time at Monzo Bank! In this course I’ve taken everything I’ve learnt over the past 4 years, and what I use on a daily basis, and condensed it to take anyone who knows SQL to an advanced level of dbt as quickly as possible.
What you’ll learn
- How to build a complete dbt project from scratch
- The main benefits of dbt, and a bit of background as to how it came about
- All of the dbt fundamentals: sources, models, tests, documentation, snapshots, seeds, macros, hooks, and operations
- How to structure a dbt project: staging, intermediate, and mart models – and naming conventions
- How to version control changes to your code with GitHub and VSCode
- Advanced dbt testing – creating your own custom singular & generic tests, setting severity, and setting warn/error thresholds
- Advanced dbt data modelling – including incremental and ephemeral models and what type to use (& when)
- Advanced dbt commands – how to use different selectors, different profiles, tags, indirect test selection and building a local dbt documents site
- Advanced dbt jinja & macros – creating your own macros to use in hooks / functions / operations, using jinja for loops and variables, and the target function
- How to deploy your project on dbt Cloud, how to use the dbt Cloud UI, and using environment variables
- How to use tests & macros from external packages to supercharge your dbt project
- Best practises to use when running a dbt project (based on lots of experience!)
- How to create a complete setup for Mac or Windows: installing all of the tools and getting a dbt specific VSCode setup!
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DBT Data Build Tool Masterclass – Complete Guide to DBT
Learn DBT (Data Build Tool) and Analytical Engineering | Learn all DBT Features & Concepts from Scratch | DBT Full Guide
Created by Henry Habib, Imran Immu | 6.5 hours on-demand video course
This course has one objective: teach you DBT (Data Build Tool), its features, and use them to transform your data engineering workflows. We do this by creating instructional video content where we go through each DBT concept, one-by-one, and apply it to a practical real-life example.
DBT (Data Build Tool) is an open-source command-line tool designed for transforming and modeling data in the context of data analytics and data warehousing. It enables data analysts and engineers to define, document, and test data transformation processes using SQL. DBT (Data Build Tool) allows you to build scalable and maintainable data pipelines by providing features like version control, modularity, and dependency management. It promotes the use of SQL as a codebase, enabling collaboration, reproducibility, and automation in data transformation workflows.
What you’ll learn
- Learn DBT, a data build tool used for transforming and deploying data in data warehouses
- DBT’s key features and functionalities that make it a powerful tool for data transformation and analytics
- Create a DBT project, including how to initialize the project and explore the project configuration file
- Understand the concept of DBT models and how to build a simple model with SQL
- Learn to define, structure, and organize your data transformations using DBT models
- Master the art of writing tests to ensure the quality and accuracy of your DBT models
- Explore different materialization techniques to optimize the performance and scalability of your DBT models
- Understand how to incorporate seeds and sources into your DBT projects for data ingestion and initial data setup
- Discover the powerful features and functionalities offered by DBT Cloud for seamless collaboration and deployment
- Harness the power of Jinja templating and generate automated documentation for your DBT projects
- Enhance your data loading capabilities and create custom macros to extend the functionality of DBT
- Learn how to leverage DBT snapshots to capture historical versions of your data for auditing and analysis purposes
- Dive into DBT hooks and learn how to integrate external scripts and actions into your DBT workflows
- Gain expertise in DBT analyses to perform complex data analysis and generate actionable insights using SQL within your DBT projects
Recommended Course by Henry Habib
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