Note - SPPU's Degreeplus Beta Version is up, stay tuned for more details.
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For Students
Note - SPPU's Degreeplus Beta Version is up, stay tuned for more details.
For Course Creators
For Students
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Beginner Machine Learning
Home Skillsoft Beginner Machine Learning

Beginner Course

Machine Learning

32 hours, 23 minutes 50 Seconds

Description

Machine Learning is fundamental to data-driven decision making in many fields today. This
Aspire Journey walks through what it is, how machine learning algorithms work and how to implement and evaluate them.

Overall Learning Outcomes:

The course provides a foundational understanding of machine learning, starting with an introduction to key concepts. It covers supervised learning techniques, including linear and logistic regression, as well as
more advanced methods like Naïve Bayes, SVM, KNN, and decision trees. The course also delves into recommender systems, highlighting their practical applications. Finally, it explores unsupervised learning, focusing on K-Means clustering and principal component analysis (PCA), which are essential for
data pattern recognition.

What Students Will Learn

  • Track 1: Introduction to Machine Learning
  • Track 2: Supervised Learning | Lenear and Logistic Regression
  • Track 3: Supervised Learning || Naïve Bayers, SVM, KNN, and Decision Trees
  • Track 4: Recommender Systems
  • Track 5: Unsupervised Learning; K Means Clustering and PCA

  • Cheetsheets
  • Interactive Skill Benchmarks

Communication Essentials

  • Convey your Message without Words
  • Expanding your communication Skill Set
  • Enhancing Communication Through Listening
  • Harnessing the power of Written Word
  • Proven Techniques for Technical Communication
  • Capturing the Attention of Senior Executives
  • Effective Stakeholder Communication for Technology Professionals
  • The Art and Science of Communication
  • Trust Building through Effective Communication
  • Choosing the right Interpersonal Communication Method to Make Your Point

The "Communication Essentials" course emphasizes mastering diverse communication techniques to
convey messages effectively, both with and without words. It focuses on active listening, leveraging written communication, and applying technical writing skills to ensure clarity and precision. Participants
learn strategies to engage senior executives, build trust, and choose the most suitable interpersonal methods for impactful interactions. The course integrates the art and science of communication to enhance stakeholder engagement and strengthen professional relationships.

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