Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2025]

Coupon Verified on April 20th, 2025


Course Name : Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2025]
Students : 1,087,024
Duration : 42.5 hours on-demand video , 5 coding exercises & 40 articles
Avg Rating : 4.5 (190,055 ratings)
Original Price : $119.99
Discount Price : $12
Instructor / Provider : Hadelin de Ponteves, Kirill Eremenko, Udemy
Course Type : Self Paced Online Course. Lifetime Access
Coupon : Click on ENROLL NOW to apply discount code

Course Structure

  • Part 1: Data Preprocessing – Set up the foundation for data analysis and machine learning.
  • Part 2: Regression – Learn regression models and evaluate their effectiveness.
  • Part 3: Classification – Explore various classification algorithms and their applications.
  • Part 4: Clustering – Understand clustering techniques to group and analyze data.
  • Part 5: Association Rule Learning – Extract insights using Apriori and Eclat algorithms.
  • Part 6: Reinforcement Learning – Implement learning algorithms like UCB and Thompson Sampling.
  • Part 7: Natural Language Processing – Process and analyze textual data with machine learning techniques.
  • Part 8: Deep Learning – Build and train advanced deep learning models.
  • Part 9: Dimensionality Reduction – Simplify datasets with PCA, LDA, and kernel PCA.
  • Part 10: Model Selection & Boosting – Optimize and enhance models for maximum accuracy.

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Foundations of Data Science and Machine Learning:

  • Data Preprocessing: Handle missing data, process categorical data, and follow a general data preprocessing template.
  • Regression Techniques: Master regression methods including:
    • Simple Linear Regression
    • Multiple Linear Regression
    • Polynomial Regression
    • Support Vector Regression (SVR)
    • Decision Tree Regression
    • Random Forest Regression
    • Model evaluation and regularization techniques.

Classification Methods:

  • Explore classification algorithms:
    • Logistic Regression
    • K-Nearest Neighbors (K-NN)
    • Support Vector Machine (SVM) and Kernel SVM
    • Naive Bayes
    • Decision Tree Classification
    • Random Forest Classification
    • Evaluate classification model performance.

Clustering:

  • Understand and implement:
    • K-Means Clustering
    • Hierarchical Clustering

Association Rule Learning:

  • Dive into algorithms like:
    • Apriori
    • Eclat

Reinforcement Learning:

  • Master core reinforcement learning techniques:
    • Upper Confidence Bound (UCB)
    • Thompson Sampling
    • Q-Learning

Natural Language Processing (NLP):

  • Process and analyze textual data using techniques like:
    • Bag-of-Words model
    • Decision Tree, Random Forest, and Max Entropy algorithms for NLP tasks.

Deep Learning:

  • Build and optimize deep learning models:
    • Artificial Neural Networks (ANNs)
    • Convolutional Neural Networks (CNNs)
    • Recurrent Neural Networks (RNNs)

Dimensionality Reduction:

  • Reduce feature dimensions with:
    • Principal Component Analysis (PCA)
    • Linear Discriminant Analysis (LDA)
    • Kernel PCA

Model Selection and Boosting:

  • Enhance model performance through:
    • k-Fold Cross Validation
    • Parameter Tuning and Grid Search
    • XGBoost for boosting model accuracy.
Deal Score-20
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FAQs on Udemy Coupon

Are there any limitations to access udemy coupon Code?

Yes, Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2025] coupon code is valid for the first 1,000 enrollments or for 30 days, whichever comes first. After that, the coupon will expire.

Is Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2025] free download available?

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Can I get a refund for the Machine Learning A-Z: AI, Python & R + ChatGPT Prize [2025] course, If I purchased with a coupon?

Yes, Udemy offers a 30-day money-back guarantee for all courses purchased on the website, even if you used a coupon to purchase the course.
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