Data Science Masterclass: Hands-on ML & AI Projects

Course Overview

• Course Title: Data Science Masterclass: Hands-on ML & AI Projects
• Instructor: Akhil Vydyula
• Target Audience: Beginners and experienced individuals in the field of Data Science and Machine Learning
• Prerequisites: Basic Python Knowledge, High School Maths

Curriculum Highlights

• Key Topics Covered:
  • Data Exploration and Visualizations
  • Neural Networks and Deep Learning
  • Model Evaluation and Analysis
  • Python 3
  • Tensorflow 2.0
  • Numpy
  • Scikit-Learn
  • Data Science and Machine Learning Projects and Workflows
• Key Skills Learned:
  • Building a portfolio of work
  • Developer Environment setup for Data Science and Machine Learning
  • Deep Learning, Transfer Learning and Neural Networks
  • Real life case studies and projects
  • Data Engineering and tools like Hadoop, Spark and Kafka

Course Format

• Duration: 1.5 hours on-demand video
• Format: Self-paced online course
• Resources: Access on mobile and TV, Certificate of completion

Additional Information

• Course Details:
  • 900,000+ engineers in the live online community
  • Course taught by industry experts with experience in Silicon Valley and Toronto
  • Graduates working at top tech companies like Google, Tesla, Amazon, Apple, IBM, JP Morgan, Meta