pandas Courses and Certifications

Basics of Numpy and Pandas with Titanic Dataset

Master data manipulation and analysis using Numpy and Pandas libraries through hands-on practice with the Titanic dataset, covering array operations, DataFrame handling, descriptive statistics, and data filtering.

• CodeSignal
• On-Demand
• Free Certificate

Intro to Data Visualization with Titanic

Master data visualization techniques using Python libraries while analyzing the Titanic dataset - create insightful plots, explore statistical patterns, and transform raw data into meaningful visual stories.

• CodeSignal
• On-Demand
• Free Certificate

Deep Dive into Numpy and Pandas with Housing Data

Master advanced Numpy and Pandas operations through hands-on practice with housing data, covering matrix operations, data optimization, and real-world applications in bioinformatics, astronomy, and social networks.

• CodeSignal
• On-Demand
• Free Certificate

Python Libraries for Data Analysis

Master essential Python data analysis tools numpy and pandas through hands-on practice with arrays, dataframes, data selection, and manipulation techniques for real-world applications.

• CodeSignal
• On-Demand
• Free Certificate

Descriptive and Inferential Statistics with Python

Master statistical analysis using Python's powerful libraries - from basic descriptive measures to advanced inferential techniques, with hands-on practice using real-world datasets and practical applications.

• CodeSignal
• On-Demand
• Free Certificate

Data Cleaning and Preprocessing Techniques

Master essential data preprocessing techniques, from handling missing values and outliers to implementing normalization, encoding, and binning methods using Python and Pandas for effective data preparation and analysis.

• CodeSignal
• On-Demand
• Free Certificate

Data Cleaning and Preprocessing in Machine Learning

Master data preprocessing techniques using the Titanic dataset, covering cleaning, handling missing values, outlier detection, feature engineering, and model training with Python and Pandas for effective machine learning preparation.

• CodeSignal
• On-Demand
• Free Certificate

Data Preprocessing for Predictive Modeling

Master data preprocessing techniques for predictive modeling, covering missing values, outliers, feature selection, and normalization using the California Housing Dataset as a practical example.

• CodeSignal
• On-Demand
• Free Certificate

Introduction to Text Data Exploration in Python

Dive into text data exploration using Python and pandas, mastering essential techniques for loading, analyzing, and visualizing datasets with a focus on SMS spam detection and natural language processing.

• CodeSignal
• On-Demand
• Free Certificate

Technical Indicators in Financial Analysis with Pandas

Master technical indicators for financial analysis using Pandas - from moving averages to VWAP calculations. Apply these concepts to real Tesla stock data for making data-driven trading decisions.

• CodeSignal
• On-Demand
• Free Certificate

Microcredential

Intro to Machine Learning in Trading with $TSLA

Dive into financial data analysis and machine learning techniques using Tesla stock data to build predictive trading models and make data-driven investment decisions.

• CodeSignal
• On-Demand
• Free Certificate
• 4 courses

Microcredential

Practice Essential Data Science Skills With Diamonds Dataset

Master data science fundamentals through hands-on practice with diamonds data - from exploratory analysis and cleaning to feature engineering and regression modeling using Python tools.

• CodeSignal
• On-Demand
• Free Certificate
• 5 courses

Microcredential

Journey into Data Science with Python

Master Python-based data science essentials, from NumPy and Pandas to machine learning, through hands-on projects with real datasets like Titanic and airline data. Build practical skills in visualization, preprocessing, and predictive modeling.

• CodeSignal
• On-Demand
• Free Certificate
• 7 courses

Microcredential

Intro to Data Analysis with Python

Master Python-based data analysis fundamentals through hands-on practice with libraries like NumPy and Pandas, from cleaning and preprocessing to statistical analysis and creating compelling visualizations.

• CodeSignal
• On-Demand
• Free Certificate
• 6 courses

Microcredential

Journey into Machine Learning with Sklearn and Tensorflow

Dive into machine learning fundamentals through advanced deep learning, mastering data preprocessing, model optimization, and neural networks using real-world datasets with Sklearn and Tensorflow frameworks.

• CodeSignal
• On-Demand
• Free Certificate
• 5 courses