Python for Data Science Pro: The Complete Mastery Course

Python for Data Science Pro: The Complete Mastery Course, available at $19.99, with 27 lectures.

You will learn about What is Python Data Science and Workflow? Control Flow: Conditionals and Loops Understanding Arrays and Matrices Data Cleaning and Preparation Merging and Joining Data Subplots and Figures Measures of Central Tendency Measures of Variability Normal, Binomial, and Other Distributions Types of Machine Learning: Supervised, Unsupervised, Reinforcement Learning Handling Imbalanced Data Linear and Logistic Regression Sentiment Analysis This course is ideal for individuals who are Anyone who want to learn master Python for data science. or Python developers looking to specialize in data analysis and machine learning. It is particularly useful for Anyone who want to learn master Python for data science. or Python developers looking to specialize in data analysis and machine learning.

Enroll now: Python for Data Science Pro: The Complete Mastery Course

Summary

Title: Python for Data Science Pro: The Complete Mastery Course

Price: $19.99

Number of Lectures: 27

Number of Published Lectures: 27

Number of Curriculum Items: 27

Number of Published Curriculum Objects: 27

Original Price: $19.99

Quality Status: approved

Status: Live

What You Will Learn

What is Python Data Science and Workflow?
Control Flow: Conditionals and Loops
Understanding Arrays and Matrices
Data Cleaning and Preparation
Merging and Joining Data
Subplots and Figures
Measures of Central Tendency
Measures of Variability
Normal, Binomial, and Other Distributions
Types of Machine Learning: Supervised, Unsupervised, Reinforcement Learning
Handling Imbalanced Data
Linear and Logistic Regression
Sentiment Analysis

Who Should Attend

Anyone who want to learn master Python for data science.
Python developers looking to specialize in data analysis and machine learning.

Target Audiences

Anyone who want to learn master Python for data science.
Python developers looking to specialize in data analysis and machine learning.

Elevate your data science skills to a professional level with “Python for Data Science Pro: The Complete Mastery Course.” This comprehensive course is designed for individuals who want to master Python for data analysis, machine learning, and data visualization, ensuring you are fully equipped to tackle complex data challenges in any industry.

Starting with the fundamentals of Python, you’ll quickly progress to advanced topics, including data manipulation with Pandas, statistical analysis, and machine learning with scikit-learn. You’ll also explore powerful data visualization tools like Matplotlib and Seaborn, enabling you to present data insights clearly and effectively. The course is packed with hands-on projects and real-world datasets, providing you with practical experience that mirrors the demands of the data science field.

By the end of this course, you’ll have the expertise to analyze, visualize, and model data using Python, making you a highly sought-after data science professional.

What You’ll Learn:

Python Basics for Data Science: Get up to speed with Python programming, including syntax, data structures, and essential libraries.
Data Manipulation with Pandas: Learn to clean, manipulate, and analyze large datasets efficiently.
Statistical Analysis: Master statistical methods and techniques to uncover insights from data.
Machine Learning with scikit-learn: Build and evaluate machine learning models to predict outcomes and uncover patterns.
Data Visualization: Create impactful visualizations using Matplotlib and Seaborn to communicate data insights effectively.
Best Practices:Learn industry-standard practices for writing clean, efficient, and reproducible Python code.

Who This Course is For:

Aspiring data scientists who want to master Python for data science.
Python developers looking to specialize in data analysis and machine learning.
Data analysts eager to upgrade their skills with advanced data science techniques.
Professionals in any industry who want to leverage data science for decision-making and problem-solving.

By enrolling in this course, you’ll gain a complete mastery of Python for data science, from data manipulation to machine learning. This course is your pathway to becoming a proficient data scientist, capable of extracting valuable insights from data and driving impactful decisions in any organization. Start your journey to data science excellence today!

Course Curriculum

Chapter 1: Module 1: Introduction to Python and Data Science

Lecture 1: Variables, data types, and operators

Lecture 2: Control Flow: Conditionals and Loops

Lecture 3: Functions and Modules

Chapter 2: Module 2: Data Manipulation with Python

Lecture 1: Understanding Arrays and Matrices

Lecture 2: Array Operations

Lecture 3: DataFrames and Series

Lecture 4: Data Cleaning and Preparation

Lecture 5: Handling Missing Data

Lecture 6: Merging and Joining Data

Lecture 7: Sorting and Filtering Data

Lecture 8: Grouping and Aggregation

Chapter 3: Module 3: Data Visualization

Lecture 1: Basic Plots: Line, Bar, Scatter

Lecture 2: Customizing Plots

Lecture 3: Subplots and Figures

Lecture 4: Creating Interactive Charts

Chapter 4: Module 4: Statistical Analysis

Lecture 1: Measures of Central Tendency

Lecture 2: Measures of Variability

Lecture 3: Normal, Binomial, and Other Distributions

Lecture 4: Null and Alternative Hypotheses

Chapter 5: Module 5: Introduction to Machine Learning

Lecture 1: Feature Scaling and Normalization

Lecture 2: Encoding Categorical Variables

Lecture 3: Handling Imbalanced Data

Lecture 4: Linear and Logistic Regression

Chapter 6: Module 6: Advanced Topics in Data Science

Lecture 1: Introduction to Time Series Data

Lecture 2: Decomposition, ARIMA Models

Lecture 3: Text Preprocessing

Lecture 4: Sentiment Analysis

Instructors

Sara Academy
Programmer | Android Developer | Web Designer | Instructor

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Frequently Asked Questions

How long do I have access to the course materials?

You can view and review the lecture materials indefinitely, like an on-demand channel.

Can I take my courses with me wherever I go?

Definitely! If you have an internet connection, courses on Udemy are available on any device at any time. If you don’t have an internet connection, some instructors also let their students download course lectures. That’s up to the instructor though, so make sure you get on their good side!

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