How to Build Machine Learning Prediction Model from Scratch
What you'll learn
- Learn Machine learning fundamentals: basics of Machine learning, supervised, unsupervised, reinforcement learning, and practical applications.
- Learn how to develop questionnaire, develop google form and collect data
- Master data preprocessing: handle missing data, scale features, and transform datasets for ML.
- Explore various ML algorithms (Random Forest), understanding when and how to use them effectively
- Evaluate models with metrics like accuracy, precision, recall, and understand the importance of cross-validation.
- Learn how to evaluate the performance of the network graphically.
- Develop coding skills from scratch, understanding the inner workings of ML models.
- Engage in hands-on projects, building a portfolio demonstrating practical ML expertise.
- How to build Maching Learning Model using ChatGPT
- And Finally publish Research Articles or do project with own understanding
- No prerequisites or programming language required. You will learn everything you need to know including basics python library and hands on coding experience.
How to Build Machine Learning Prediction Model from Scratch and AI
Immerse yourself in the captivating realm of machine learning and master the art of crafting predictive models from scratch with the "Machine Learning Prediction Model with ChatGPT" online course. This comprehensive program is meticulously designed to equip you with a thorough understanding of fundamental machine learning concepts, guiding you through the process of creating effective prediction models from the ground up.
Whether you are a beginner with no prior experience or an experienced data enthusiast looking to expand your skills, this course will empower you to construct prediction models with confidence.
Unveil the Essence of Machine Learning
Delve into the core principles of machine learning, encompassing supervised learning, unsupervised learning, and reinforcement learning. Gain a profound grasp of the underlying concepts, algorithms, and methodologies that empower machine learning's transformative capabilities.
Transform Raw Data into Structured Insights
Master the art of data collection, learning how to craft insightful forms and effectively circulate them to gather real-world data. Engage in hands-on data collection projects, transforming raw data into structured insights that fuel your machine learning endeavours.
Harness the Power of Data Preprocessing
Uncover the intricacies of data preprocessing, a critical step in any machine learning project. Explore techniques for handling missing data, feature scaling, and data transformation, ensuring your data is primed for optimal model development.
Navigate the Algorithm Landscape
Embark on an expedition into the world of machine learning algorithms, deciphering their strengths and limitations. Gain hands-on experience with widely used algorithms, including linear regression, decision trees, support vector machines, and more.
Evaluate Model Performance with Precision
Master the art of model evaluation, employing a range of evaluation metrics to assess the performance of your prediction models. Acquire the skills to identify areas for improvement and refine your models accordingly.
Apply Machine Learning to Real-World Challenges
Translate your newfound knowledge into practical applications by tackling real-world problems and datasets. Gain invaluable experience in building machine learning solutions that address pressing challenges and drive meaningful outcomes.
Code from Scratch for Deeper Understanding
Unlike courses that heavily rely on pre-built libraries, this program encourages you to code your machine-learning models from scratch. This hands-on approach fosters a deep understanding of the inner workings of machine learning models, empowering you to create tailored solutions for diverse applications.
Sharpen Your Skills with Hands-On Projects
Engage in a series of hands-on projects and assignments that challenge you to build prediction models for various applications. These practical exercises reinforce your skills, expand your portfolio, and prepare you for real-world machine-learning challenges.
Become a Proficient Machine Learning Practitioner
By the culmination of this comprehensive course, you will emerge as a proficient machine learning practitioner, equipped with the skills and confidence to tackle complex data-driven challenges. Harness the power of machine learning to unlock transformative insights, drive innovation, and make a tangible impact across diverse industries.
Seize the Opportunity to Excel
Don't miss this unparalleled opportunity to gain the expertise and know-how you need to excel in the ever-evolving field of machine learning. Enrol in the "Machine Learning Prediction Model with ChatGPT" course today and embark on a journey to becoming a master of predictive modelling.
Join the course to develop knowledge about Machine learning and how to develop machine learning models.
Don't miss this opportunity to gain the skills and knowledge you need to excel in the ever-evolving field of machine learning. Enroll today and start building predictive models that make a difference!
Who this course is for:
- This course is suitable for beginners looking to learn machine learning.
- Researcher who want to publish research article or project
- Anyone Interested in Machine Learning
- Anyone who want to develop machine learning models to predict the data
Mr. Dm. Mehedi Hasan Abid is a seasoned educator with over seven years of experience in teaching both in-person and online classes. His extensive experience has allowed him to develop the skills necessary to create engaging and high-quality content that resonates with learners.
In addition to his teaching experience, Mr. Abid is also an expert in developing online courses. He has a keen understanding of the best practices and techniques for creating effective online courses that maximize engagement and knowledge retention. His expertise in this area has allowed him to develop courses that have been well-received by learners across different platforms.
Furthermore, Mr. Abid has trained various universities on how to create exceptional online courses using AI. His training has equipped these universities with the knowledge and tools to create courses that are engaging, interactive, and optimized for student success.
Overall, Mr. Abid's experience as an educator and his expertise in creating effective online courses make him an ideal instructor for learners looking to master new skills or expand their knowledge base.
Mr. Tanveer Hasan is a dynamic professional at the forefront of education, technology, and research. With a solid foundation in Computer Networking,he has seamlessly integrated this expertise into their roles as an experienced educator and online education trailblazer. Specializing in Machine Learning (ML), Natural Language Processing (NLP), and Internet of Things (IoT),
Mr.Tanveer Hasan is known for innovative research that transcends theoretical boundaries to find practical applications in diverse industries. Their holistic approach, combining networking principles with emerging technologies, reflects a deep understanding of the technological landscape.