Sequences, Time Series and Prediction
With an emphasis on time series prediction using RNNs and ConvNets, this course educates software developers on how to create scalable AI models using TensorFlow.
Description for Sequences, Time Series and Prediction
-
TensorFlow Best Practices: Instructs on fundamental methodologies for utilizing TensorFlow, an open-source machine learning framework, to develop scalable models.
-
Time Series Modeling: Concentrates on constructing time series models, encompassing data preparation methodologies and employing RNNs and 1D ConvNets for forecasting.
-
Practical Application: Utilizes acquired skills on real-world data, exemplified by the construction of a sunspot prediction model.
-
Fundamental Knowledge: Expands upon concepts from Andrew Ng's Machine Learning course and the Deep Learning Specialization, offering an enhanced comprehension of neural networks and model execution using TensorFlow.
Level: Intermediate
Certification Degree: Yes
Languages the Course is Available: 22
Offered by: On Coursera provided by DeepLearning.AI
Duration:21 hours (approximately)
Schedule: Flexible
Pricing for Sequences, Time Series and Prediction
Use Cases for Sequences, Time Series and Prediction
FAQs for Sequences, Time Series and Prediction
Reviews for Sequences, Time Series and Prediction
0 / 5
from 0 reviews
Ease of Use
Ease of Customization
Intuitive Interface
Value for Money
Support Team Responsiveness
Alternative Tools for Sequences, Time Series and Prediction
The AI tool empowers non-programmers to construct and deploy AI, featuring data transformation, insights generation, identification of critical drivers, and prediction and forecasting functionalities to enhance business decision-making and planning processes.
This AI Forecast tool, powered by machine learning, offers accurate forecasts for business needs, featuring automated data processing, customizable models, and seamless integration with AWS, yet novices may find its ML-based approach challenging, and data transfer costs may apply.
This AI tool analyzes extensive data from reports, news articles, and social media to provide precise market sentiment insights for cryptocurrency, stock, or currency trading.
The tool is powered by AI, provides investors with insights from market events, including sentiment analysis and monetary policy forecasts, to revolutionize investment strategies and maintain a competitive edge.
This helps to integrates data from various restaurant systems, utilizes advanced analytics for decision-making, and provides real-time insights to optimize operations and profitability effortlessly.
Explore the use of generative AI tools to enhance data preparation, querying, and machine learning model development in data science workflows through hands-on projects.
Enhance your software development career with Gen AI. Develop hands-on, in-demand Generative AI skills to elevate your software engineering game in one month or less.
Utilize generative AI to advance in the field of data science. Develop hands-on generative AI skills that are in high demand to accelerate your data science career in under one month.
Develop generative AI capabilities for data analytics. Learn about generative AI to advance your career as a data analyst! No prior experience is required.
Comprehend generative AI basics, practical applications, ethical implications, and potential impacts on student learning in education.
Featured Tools
In just two weeks, this course will teach you fundamental generative AI and NLP abilities such as word embeddings, language modeling, and text analysis approaches.
In brief, this course instructs students on the effective management of data biases, the prevention of overfitting, and the enhancement of model accuracy through the implementation of appropriate testing methods and feature engineering.
The implementation of scalable, replicable machine learning processes and the use of Vertex AI for efficient feature management will be demonstrated to participants.
Acquire proficiency in the development and optimization of AI prompts for text and image-based applications, while simultaneously mastering practical deployment techniques and error management.
Equips students with the necessary skills to create AI models that have practical implications in a variety of sectors, including finance, healthcare, and the creative arts.
Compare & Review AI Tool Directory AI Course Marketplace
AI Tool Categories
AI Productivity ToolsAI Image GeneratorsAI Text GeneratorsAI Video GeneratorsAI Audio GeneratorsAI Art GeneratorsMisc AI ToolsAI Code GeneratorsFree AI ToolsAI Functions
Marketing AI ToolsAI Tools for EducationAI Tools for ResearchAI Tools for FinanceAI Project Management ToolsLegal AI ToolsAI Tools for E-commerceAI Agents For AutomationAI Tools for BusinessAI Tools for Real EstateAI Course Categories
AI & Machine Learning CoursesGenerative AI CoursesData Science CoursesComputer Science CoursesAI Courses for BeginnersContact Us: info@groupify.ai
Aimed Labs