학습 계획 표지

Data analysis

학습 계획

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 코스업데이트 11 days ago
Naked StatisticsThe Art of StatisticsFrom Probability to Prediction: Statistics Decoded10 sources

이 학습 계획이 만들어진 방법

이 계획은 BeFreed의 독자적인 AI가 Data analysis을 쉽게 배울 수 있도록 제작했습니다. 주제에 대한 심층 연구를 바탕으로 BeFreed 사용자들이 입증한 가장 효과적인 학습 여정을 중심으로 구성되었습니다.

각 에피소드는 세계적인 소스(베스트셀러 도서, 연구 논문, 전문가 인사이트)에서 추출한 간결하고 영향력 있는 레슨을 제공합니다. 이들이 함께 Data analysis을 마스터하기 위한 세련되면서도 접근하기 쉬운 경로를 형성합니다.

배우게 될 내용

  • 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
podcast cover
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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"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
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"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
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117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
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"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
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108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
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17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
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"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
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"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
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"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
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"It is great for me to learn something from the book without reading it."

@OojasSalunke
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"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
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"Makes me feel smarter every time before going to work"

@Cashflowbubu
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"Instead of endless scrolling, I just hit play on BeFreed. It saves me so much time."

@Moemenn
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"I never knew where to start with nonfiction—BeFreed’s book lists turned into podcasts gave me a clear path."

@Chloe, Solo founder, LA
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12
likes
117

"Perfect balance between learning and entertainment. Finished ‘Thinking, Fast and Slow’ on my commute this week."

@Raaaaaachelw
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"Crazy how much I learned while walking the dog. BeFreed = small habits → big gains."

@Matt, YC alum
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12
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108

"Reading used to feel like a chore. Now it’s just part of my lifestyle."

@Erin, Investment Banking Associate , NYC
platform
comments
254
likes
17

"Feels effortless compared to reading. I’ve finished 6 books this month already."

@djmikemoore
platform
star
star
star
star
star

"BeFreed turned my guilty doomscrolling into something that feels productive and inspiring."

@Pitiful
platform
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4.5K

"BeFreed turned my commute into learning time. 20-min podcasts are perfect for finishing books I never had time for."

@SofiaP
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"BeFreed replaced my podcast queue. Imagine Spotify for books — that’s it. 🙌"

@Jaded_Falcon
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201
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"It is great for me to learn something from the book without reading it."

@OojasSalunke
platform
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"The themed book list podcasts help me connect ideas across authors—like a guided audio journey."

@Leo, Law Student, UPenn
platform
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37
likes
483

"Makes me feel smarter every time before going to work"

@Cashflowbubu
platform
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