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KEY FEATURES
Are you interested in unlocking the full potential of Artificial Intelligence? Do you want to learn how to create powerful image recognition systems that can accurately identify objects? If so, then this course on Deep Learning with Python for Image Classification is just what you need! In this course, you will learn Deep Learning with Python and PyTorch for Image Classification using Pre-trained Models and Transfer Learning. Image Classification is a computer vision task to recognize an input image and predict a single-label or multi-label for the image as output using Machine Learning techniques.
- Access 23 lectures & 1 hour of content 24/7
- Use Google Colab notebooks for writing the Python code for image classification using Deep Learning models
- Learn how to connect Google Colab with Google Drive & how to access data
- Perform data preprocessing using different transformations such as image resize & center crop etc.
- Perform two types of Image Classification, single-label & multi-label classifications using deep learning models with Python
- Learn Transfer Learning techniques
- Transfer Learning by FineTuning the model
- Transfer Learning by using the Model as Fixed Feature Extractor
- Learn how to perform Data Augmentation
- Load Dataset, Dataloaders
- Learn to fine-tune the Deep Resnet Model
- Use the Deep Resnet Model as Fixed Feature Extractor
- Learn HyperParameters Optimization & results visualization
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Any device with basic specifications
- A Google Gmail account to get started with Google Colab to write Python Code
THE EXPERT
Mazhar Hussain | CS Lecturer | Deep Learning , AI, CV & Data EngineerMazhar Hussain is currently in the role of Deep Learning and Computer Vision Engineer. He has over a decade of teaching experience at the University Higher Education level and Online. He has published several research papers on Deep Learning in well-reputed Journals and Conferences. He believes in comprehensive practical training with stunning support for his students where all his courses are 100% hands-on with step-by-step problem-based learning, demos, and examples.
Mazhar Hussain has been teaching Computer Science courses at the National University of Computer and Emerging Sciences and Online for a decade. He has been teaching courses in:
- Artificial Intelligence (AI)
- Machine Learning (ML)
- Deep Learning (DL)
- Computer Vision (CV)
- Data Science (DS)
- Programming (Python, C++, Java)
- Databases especially in SQL SERVER, MYSQL, ORACLE, and MS ACCESS
KEY FEATURES
This course is designed for beginners and intermediate learners who want to acquire essential skills in managing data using MS Access. Microsoft Access is a powerful and versatile database management system that is widely used in various industries and organizations. By mastering Access, you will acquire essential skills in managing data and be able to streamline and automate tasks, resulting in increased efficiency and productivity.
Throughout the course, you will be given practical, real-world examples and exercises that will guide you through the process of creating a fully functional database application using Microsoft Access. You will have the opportunity to work with various database components such as tables, forms, queries, and reports and learn how to use them effectively to manage and analyze your data. By the end of this course, you will be equipped with the skills and knowledge necessary to create a real-world database application in Microsoft Access from scratch.
- Access 23 lectures & 1 hour of content 24/7
- Learn how to import data from Excel to Access & create tables with proper attributes and datatypes
- Use the Lookup wizard, Validation rule & Input mask to ensure data integrity and accuracy
- Create & manage relationships to build efficient databases
- Learn how to create forms for efficient data entry into tables
- Write queries to retrieve data as you want from tables
- Generate reports from tables & queries to present data in an attractive and informative layout
- Learn how to export data from Access to various formats
NOTE: Software NOT included.
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- You are required to install Microsoft Access on your computer
THE EXPERT
Mazhar Hussain | CS Lecturer | Deep Learning , AI, CV & Data EngineerMazhar Hussain is currently in the role of Deep Learning and Computer Vision Engineer. He has over a decade of teaching experience at the University Higher Education level and Online. He has published several research papers on Deep Learning in well-reputed Journals and Conferences. He believes in comprehensive practical training with stunning support for his students where all his courses are 100% hands-on with step-by-step problem-based learning, demos, and examples.
Mazhar Hussain has been teaching Computer Science courses at the National University of Computer and Emerging Sciences and Online for a decade. He has been teaching courses in:
- Artificial Intelligence (AI)
- Machine Learning (ML)
- Deep Learning (DL)
- Computer Vision (CV)
- Data Science (DS)
- Programming (Python, C++, Java)
- Databases especially in SQL SERVER, MYSQL, ORACLE, and MS ACCESS
KEY FEATURES
Looking to level up your database skills and master SQL queries? Look no further than this complete Bootcamp of SQL Database queries hands-on training with SQL Server course! This comprehensive SQL course will guide you through the ins and outs, from basic concepts to advanced, so you can confidently create, manage, and manipulate data in any setting.
SQL is the top popular language after Python as compared to other languages. SQL queries are used with almost every programing language to interact with the database in the backend. Real-world applications like web applications, desktop applications, and mobile applications store data in the database where SQL queries are used for data manipulation. So why wait? Enroll now and start mastering SQL today!
- Access 88 lectures & 3 hours of content 24/7
- Learn how to install the free version of SQL SERVER with Management Studio & understand SQL SERVER Structure
- Create, drop & use database
- Create tables & insert data into tables
- Use SELECT, WHERE, ORDER BY, TOP, (Logical, Special & Comparison) Operators, ALIAS, Computed Column and CASE statement
- Learn built-in SQL string & numeric functions, datatypes conversion functions & SQL date and time functions
- Learn SQL Aggregate Functions, GROUP BY with Aggregate Functions & HAVING clause to filter out grouped item results
- Learn & use SQL JOINS to fetch and retrieve data from multiple tables with advanced and complex queries
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- You are required to install Free Version of SQL SERVER with Management Studio.
THE EXPERT
Mazhar Hussain | CS Lecturer | Deep Learning , AI, CV & Data EngineerMazhar Hussain is currently in the role of Deep Learning and Computer Vision Engineer. He has over a decade of teaching experience at the University Higher Education level and Online. He has published several research papers on Deep Learning in well-reputed Journals and Conferences. He believes in comprehensive practical training with stunning support for his students where all his courses are 100% hands-on with step-by-step problem-based learning, demos, and examples.
Mazhar Hussain has been teaching Computer Science courses at the National University of Computer and Emerging Sciences and Online for a decade. He has been teaching courses in:
- Artificial Intelligence (AI)
- Machine Learning (ML)
- Deep Learning (DL)
- Computer Vision (CV)
- Data Science (DS)
- Programming (Python, C++, Java)
- Databases especially in SQL SERVER, MYSQL, ORACLE, and MS ACCESS
KEY FEATURES
With the powerful combination of Python programming and the PyTorch deep learning framework, you'll explore state-of-the-art algorithms and architectures like R-CNN, Fast RCNN, and Faster R-CNN. Throughout the course, you'll gain a solid understanding of Convolutional Neural Networks (CNNs) and their role in Object Detection. You'll learn how to leverage pre-trained models and fine-tune them for Object Detection using Detectron2 Library developed by Facebook AI Research (FAIR).
The course covers the complete pipeline with hands-on experience in Object Detection using Deep Learning with Python and PyTorch. By the end of this course, you'll have the knowledge and skills you need to start applying Deep Learning to Object Detection problems in your own work or research.
- Access 35 lectures & 3 hours of content 24/7
- Learn object detection with Python and PyTorch Coding
- Learn object detection using Deep Learning Models
- Get an introduction to Convolutional Neural Networks (CNN)
- Learn RCNN, Fast RCNN, Faster RCNN & Mask RCNN Architectures
- Perform object detection with Fast RCNN & Faster RCNN
- Be familiar with Detectron2 by Facebook AI Research (FAIR)
- Perform object detection with Detectron2 Models
- Explore custom object detection dataset with Annotations
- Perform object detection on Custom Dataset using Deep Learning
- Train, test, evaluate your own object detection models & visualize results
PRODUCT SPECS
Important Details
- Length of time users can access this course: lifetime
- Access options: desktop & mobile
- Redemption deadline: redeem your code within 30 days of purchase
- Experience level required: beginner
- Certificate of Completion ONLY
- Have questions on how digital purchases work? Learn more here
Requirements
- Any device with basic specifications
- A Google Gmail account to get started with Google Colab to write Python Code
THE EXPERT
Mazhar Hussain | CS Lecturer | Deep Learning , AI, CV & Data EngineerMazhar Hussain is currently in the role of Deep Learning and Computer Vision Engineer. He has over a decade of teaching experience at the University Higher Education level and Online. He has published several research papers on Deep Learning in well-reputed Journals and Conferences. He believes in comprehensive practical training with stunning support for his students where all his courses are 100% hands-on with step-by-step problem-based learning, demos, and examples.
Mazhar Hussain has been teaching Computer Science courses at the National University of Computer and Emerging Sciences and Online for a decade. He has been teaching courses in:
- Artificial Intelligence (AI)
- Machine Learning (ML)
- Deep Learning (DL)
- Computer Vision (CV)
- Data Science (DS)
- Programming (Python, C++, Java)
- Databases especially in SQL SERVER, MYSQL, ORACLE, and MS ACCESS
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