Practical Applications of Machine Learning, Deep Learning, and Data Science

Name: Practical Applications of Machine Learning, Deep Learning, and Data Science
Brand: Educa PHAROS
SKU: AFO028QL1
Availability: InStock

Industry-Specific

Digital Skills

Schedule

Duration

40 hours

PRESENTATION

"Machine Learning, Deep Learning, and Data Science: Practical Applications" is your gateway to thriving in the rapidly evolving field of data-driven technologies. As industries around the world increasingly rely on data to drive innovation and decision-making, the demand for skilled professionals in machine learning, deep learning, and data science has never been higher. This course, delivered entirely online for maximum flexibility, equips you with the essential skills to understand and implement complex algorithms, master data analysis, and apply these techniques to real-world scenarios. By participating, you’ll position yourself at the forefront of a booming sector, ready to tackle challenges and seize opportunities with confidence. Embrace the future of technology and unlock your potential with this comprehensive and engaging program.

Objectives

– To understand fundamental machine learning concepts and their practical applications.

– To explore deep learning techniques and neural network architectures.

– To analyze data using data science tools and methodologies.

– To implement machine learning models for real-world scenarios.

– To effectively evaluate the performance of deep learning algorithms.

– To apply data science principles to case studies.

– To integrate machine learning, deep learning, and data science solutions.

Syllabus

UNIT 1. MACHINE LEARNING Linear regression Logistic regression Basic Neural Network Clustering Principal Component Analysis (PCA) UNIT 2. DEEP LEARNING Deep learning Optimization Convolutional Neural Network Recurrent Neural Network Natural Language Processing (NLP) UNIT 3. DATA SCIENCE Creating Tables and Reports Transforming and Filtering Data Data Visualization Relationships Between Data Tables Dashboard UNIT 4. CASE STUDY APPLICATION Object Detection in Images Object Classification in Images Facial Recognition Word Detection Business Intelligence Application

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Are the Educa PHAROS courses eligible for credit?

Many courses can be credited toward the master's programs at Structuralia.

Facts about our area

+ 1.483

Hours

+88.999

Minutes

264

Courses

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Why is Educa PHAROS the best solution?

Educa PHAROS is a next-generation training model that places a company’s human capital at the forefront. Through a platform that adapts to each company’s corporate identity and offers a total of more than 900 courses, it provides tailored training for each organization. The unlimited flat-rate plan provides each company with the number of courses that best suits its needs, as well as the ability to determine which employees will have access.