Learning plan cover

Data analysis

LEARNING PLAN

Data analysis

Data analysis has become essential across virtually every industry, from healthcare and finance to marketing and operations. This learning plan is ideal for professionals looking to transition into data-focused roles, business analysts wanting to deepen their technical skills, or anyone seeking to make more informed, evidence-based decisions in their work.

ByCommunity User
1 h 38 m
10 coursesUpdated 4 days ago
Naked StatisticsThe Art of StatisticsFrom Probability to Prediction: Statistics Decoded10 sources

How This Learning Plan Was Made

This plan was crafted by BeFreed’s proprietary AI to help you learn Data analysis with ease. It is curated from in-depth research on the topic and structured around the most effective learning journeys proven by BeFreed users.

Each episode delivers bite-sized, high-impact lessons distilled from world-class sources — bestselling books, research papers, and expert insights. Together, they form a sophisticated yet accessible path to mastering Data analysis.

What You'll Learn

  • Build a strong statistical foundation and develop critical thinking skills for working with data across any industry or domain
  • Master data exploration and visualization techniques to uncover insights and communicate findings that influence key decisions
  • Learn to create predictive models and apply machine learning algorithms to forecast trends and solve complex business problems
  • Develop capabilities to work with big data technologies and scale analytics to handle massive datasets
  • Gain practical skills to drive strategic business decisions through data-driven insights and advanced analytical techniques

Build a solid statistical foundation and learn to think critically about data, understanding core concepts that underpin all analytical work.

Naked Statistics cover
Naked Statistics

A witty, accessible guide to statistics, using real-world examples to demystify complex concepts and make data analysis fun.

9 m
The Art of Statistics cover
The Art of Statistics

Unravel the power of statistics to interpret data, make informed decisions, and understand life's complex problems.

9 m
podcast cover
Fundamentals of probability theorysource 2source 3Statistical Analysis Handbook 2024 update
6 sources
From Probability to Prediction: Statistics Decoded

Journey from basic probability to advanced statistical methods like maximum likelihood estimation. Discover how statistics shapes everything from medical testing to Netflix recommendations through real-world examples and practical applications.

11 m

Master exploratory analysis techniques and learn to transform raw data into compelling visual stories that drive decision-making.

The Data Detective cover
The Data Detective

Master statistics with 10 rules to erase biases and understand the world through data.

11 m
Storytelling with Data cover
Storytelling with Data

Transform data into compelling visual stories that engage and inform your audience.

8 m

Discover how to build models that forecast outcomes and uncover patterns, applying advanced techniques to solve real-world problems.

Predictive Analytics cover
Predictive Analytics

Uncover the fascinating world of data-driven predictions and their profound impact on business, society, and individual lives.

9 m
Hands-On Machine Learning with Scikit-Learn and TensorFlow cover
Hands-On Machine Learning with Scikit-Learn and TensorFlow

Step-by-step guide to machine learning with Python

8 m
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Support vector machineThe Mathematics Behind Support Vector Machine Algorithm (SVM)1.4. Support Vector Machines - Scikit-learnsource 4
6 sources
The Quest for Perfect Separation

Explore Support Vector Machines, one of machine learning's most elegant algorithms that finds optimal boundaries between data classes using maximum margin principles and kernel tricks to solve complex real-world problems.

12 m

Scale your analytical capabilities to handle massive datasets and learn to drive strategic business decisions with data-driven insights.

Big Data cover
Big Data

Explores how massive data analysis is reshaping society, business, and science, with profound implications for privacy and decision-making.

9 m
Everybody Lies cover
Everybody Lies

Uncover hidden truths about human behavior through big data analysis, challenging assumptions and revealing surprising insights about society.

12 m

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