AI Mastery: Python’s Odyssey in Artificial Intelligence
Blend Python expertise with the profound exploration of intelligent algorithms and applications
4.23 (15 reviews)
4,584
students
7 hours
content
Mar 2024
last update
$19.99
regular price
What you will learn
Master Python Fundamentals: Develop a solid foundation in Python, covering essential syntax, data structures, and functions for effective AI programming.
Understand NumPy and Data Manipulation: Dive into NumPy, mastering array manipulation, indexing, and selection, essential for efficient data processing in AI
Data Visualization with Matplotlib and Seaborn: Learn to visualize data effectively using Matplotlib and Seaborn, gaining the skills to create impactful plots
Intermediate AI Concepts: Explore the intricacies of AI, including bias-variance tradeoffs, model evolution, and the practical implementation of ML algo.
Hands-on Scikit Learn Applications: Gain practical experience with Scikit Learn, loading, and visualizing data, implementing dimensionality reduction etc.
Deep Dive into Machine Learning: Develop expertise in classifiers, statistical analysis, label encoding, and accuracy scoring, paving the way for advanced ML
Integration of Keras, Pytorch, and Tensorflow: Explore the diverse methods offered by Keras, Pytorch, and Tensorflow, applying them to binary classification
Practical Applications in Jupyter Notebook: Work on real-world scenarios using Jupyter Notebook, combining theoretical knowledge with hands-on coding
Build Neural Networks and Text Classification Models: Construct neural networks, delve into text classification using convolutional neural networks (CNN)
Advanced AI Techniques: Extend your capabilities to advanced AI techniques, including collaborative filtering and recommendation systems
By the end of this course, students will have acquired a versatile skill set, blending Python proficiency with a deep understanding of artificial intelligence
5754496
udemy ID
1/9/2024
course created date
1/15/2024
course indexed date
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