[UDM] Machine Learning, Data Science and Generative AI with Python Course (Apr 2025) + Full Videos & Resources

Learn the art of Data Science and Machine Learning using Python
During the Machine Learning, Data Science and Generative AI with Python Course, you will discover all the notions and advanced practices in data science and machine learning with Python. You will learn how to do projects as well as become familiar with the usage of such powerful tools as TensorFlow, Keras, Scikit-learn, Pandas, Matplotlib, and Seaborn under the supervision of a famous instructor, Frank Kane. Through more than 20 hours of instruction, you will address such real-life projects as image classification, recommender systems, and predictive analytics.

What is Generative AI and Deep Learning?
The Machine Learning, Data Science and Generative AI with Python Course is more than classical machine learning and will expose you to cutting-edge generative AI technologies. You will get to know about such concepts as GPT, OpenAI language models, transformer networks, LangChain, and intelligent agents. You will also create a Pac-Man robot on reinforcement learning and neural networks to process text and images. These chapters will set you up to build new and progressive projects.

Training and testing complicated machine learning algorithms
You will go through the whole pipeline of creating machine learning models (data preparation, training, evaluation, and optimization of models) in this course. Linear and logistic regression, decision trees, support vector machine (SVM), nearest neighbors (KNN), K-Means clustering, and Principal component analysis (PCA) are described. Other validation methods like cross-validation or statistical tests like the A/B-testing and the t-tests will also be revealed.

The large-scale project implementation and work with Big Data
The course will help you learn how to use big data with Apache Spark and the MLLib library to create large-scale machine learning projects, to prepare you to be a value-addition to the real job market. Initiating learning with the Python programming language will be easy, and you can do it with the help of the introductory Python tutorial. After taking the Machine Learning, Data Science and Generative AI with Python Course, you will be fit to analyze data, develop AI models, and provide real-life applications.