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View Course Modules in Python: Basic to Advanced Fundamentals Introduction to Python Python Variables and Data Types Python Operators Python Strings and String Methods Python Input, Output & Comments Data Structures Python Lists and List Methods Python Tuples and Tuple Methods Python Sets and Set Methods Python Dictionaries and Dictionary Methods Control Flow Python Conditional Statements Python Function Basics Python Loops Advanced Python Functions Python Iterators and Generator File, Error, OOP Python File Handling Error Handling Object Oriented Programming Library, SQL, Git Python Libraries SQL in Python Git and GitHub Projects Clean, Visualize and Train Data
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View Course Modules in Data Science and ML Foundation Introduction and ToolBox Descriptive Statistics NumPy: Basics NumPy: Data Generation NumPy: Transforming Data SQL & Databases Basic SQL Intermediate SQL Processing Data Regex Concepts Regex in Python Pandas: Loading Data & EDA DataFrame Operations Data Cleaning with Pandas Data Visualization Data Visualization Concepts Matplotlib Seaborn Tableau Statistics Probability Distributions Hypothesis Testing Machine Learning ML Concepts Scaling and Encoding Model Evaluation Techniques Supervised Learning K-Nearest Neighbors (KNN) Support Vector Machines Linear Regression Logistic Regression Model Tuning & Pipeline Unsupervised Learning K-means Clustering Principal Component Analysis Natural Language Processing LLMs and Gen AI Prompt Engineering Huggingface Transformers Your privacy choices Optional website statistics, Google Analytics/Clarity and advertising (Meta/Google) help measure and support this free site. Your choice does not limit learning. Privacy policy .
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