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- User Authentication
- Suyav Saifi's Credentials
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- Machine Learning & Deep Learning Tools in the Cloud
- Cleaning Data in R
- Technology Landscape & Tools for Data Management
- Python - Pandas Advanced Features
- Data Silos, Lakes, & Streams Introduction
- Python - Using Pandas for Visualizations and Time-Series Data
- Python - Using Pandas to Work with Series & DataFrames
- NLP for ML with Python: NLP Using Python & NLTK
- Hadoop HDFS Getting Started
- Developing a Basic MapReduce Hadoop Application
- Apache Spark Getting Started
- Python Concurrent Programming: Asynchronous Executions in Python
- Python Concurrent Programming: Multiprocessing in Python
- Python Concurrent Programming: Multithreading in Python
- Python Concurrent Programming: Introduction to Concurrent Programming
- Flask in Python: User Authentication in a Flask Application
- Flask in Python: User Interactions in Flask Applications
- Flask in Python: Building a Simple Web Site Using Flask
- Flask in Python: An Introduction to Web Frameworks & Flask
- Python Unit Testing: Testing Python Code Using doctest
- Python Unit Testing: Testing Python Code Using pytest
- Python Unit Testing: Advanced Python Testing Using the unittest Framework
- Python Unit Testing: An Introduction to Python's unittest Framework
- Python Classes & Inheritance: Working with Inheritance in Python
- Python Classes & Inheritance: Advanced Functionality Using Python Classes
- Python Classes & Inheritance: Getting Started with Classes in Python
- Python Classes & Inheritance: Introduction
- Advanced Python Topics: Migrating from Python 2 to Python 3
- Advanced Python Topics: Modules & Virtual Environments
- Data Structures & Algorithms in Python: Fundamental Data Structures
- Advanced Python Topics: Exceptions & Command Line Arguments
- Hadoop & MapReduce Getting Started
- Advanced Python Topics: File Operations in Python
- Security Programming: Python Scripting Essentials
- Socket Programming in Python: Advanced Topics
- Python Requests: HTTP Requests with Python
- Socket Programming in Python: Introduction
- Data Engineering Getting Started
- Inferential Statistics
- Common Approaches to Sampling Data
- Simple Descriptive Statistics
- R Classification & Clustering
- R Regression Methods
- Data Exploration using R
- Data Architecture Getting Started
- R Data Structures
- Importing & Exporting Data using R
- Python - Introduction to Pandas and DataFrames
- Python - Manipulating & Analyzing Data in Pandas DataFrames
- Python - Advanced Operations with NumPy Arrays
- Python - Introduction to NumPy for Multi-dimensional Data
- Functions in Python: Working with Advanced Features of Python Functions
- Final Exam: Python Novice
- Python Novice
- Functions in Python: Introduction
- Functions in Python: Gaining a Deeper Understanding of Python Functions
- Getting Started with Neural Networks: Biological & Artificial Neural Networks
- Conditional Statements & Loops: While Loops in Python
- Conditional Statements & Loops: Advanced Operations Using for Loops in Python
- Conditional Statements & Loops: The Basics of for Loops in Python
- Conditional Statements & Loops: If-else Control Structures in Python
- Complex Data Types in Python: Shallow & Deep Copies in Python
- Complex Data Types in Python: Working with Lists & Tuples in Python
- Complex Data Types in Python: Working with Dictionaries & Sets in Python
- Getting Started with Python: Introduction
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