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Course content
Month 1: Data Manipulation and ML Intro
Week 1-2: Introduction to Machine Learning and Python Basics00:00
Week 3-4: Data Manipulation with Python Libraries00:00
Month 2: EDA and Supervised Learning
Month 3: Supervised Learning II and Unsupervised Learning
Month 4: Deep Learning
Month 5: NLP and RL Intro
Month 6: Model Deployment, Big Data, and Capstone
15+ hands-on projects
About Course
The “AI/ML Expert” course on elearners365 is a six-month program designed to equip learners with comprehensive skills in artificial intelligence and machine learning. Starting with the basics of machine learning and Python, the course covers data manipulation, exploratory data analysis, and data visualization. Participants will learn both supervised and unsupervised learning techniques, including regression, classification, clustering, and dimensionality reduction.
In the fourth month, the focus shifts to deep learning, where learners build and train neural networks using TensorFlow/Keras. The fifth month covers natural language processing (NLP) and reinforcement learning (RL), exploring text analysis, sentiment analysis, and foundational RL algorithms. The final month prepares learners for real-world applications, including model deployment on cloud platforms and big data processing with Apache Spark.
The course includes over 15 hands-on projects and culminates in a capstone project, providing practical experience and solidifying the skills needed to become an AI/ML expert.
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