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Probability & Statistics courses

Probability and statistics courses explore mathematical concepts for analyzing random events and interpreting data through models and inference. Use tools such as Python, R, Excel and Google Sheets to apply your theoretical knowledge in statistics.

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Recommended for Probability & Statistics beginners

Build your Probability & Statistics skills with interactive courses, curated by real-world experts

Kursus

Pengantar Statistika di R

MenengahTingkat Keterampilan
4.7+
2.034 ulasan
4 jam
Kembangkan keterampilan statistik Anda dan pelajari cara mengumpulkan, menganalisis, serta menarik kesimpulan yang akurat dari data.

Program

Ahli Statistik di R

4.5+
7 ulasan
52 jam
Seorang ahli statistik mengumpulkan dan menganalisis data serta membantu perusahaan memahami data kuantitatif, termasuk mengidentifikasi tren dan membuat prediksi.

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Kursus

Analisis Faktor di R

LanjutanTingkat Keterampilan
4.7+
150 ulasan
4 jam
Jelajahi variabel laten, seperti kepribadian, menggunakan analisis faktor eksploratori dan konfiratori.

Kursus

Analisis Data Bayesian dengan Python

MenengahTingkat Keterampilan
4.7+
253 ulasan
4 jam
Pelajari semua tentang keunggulan analisis data Bayesian, dan terapkan pada berbagai kasus nyata di dunia nyata!

Kursus

Deteksi Anomali dengan Python

MenengahTingkat Keterampilan
4.8+
175 ulasan
4 jam
Deteksi anomali dalam analisis data Anda dan perluas koleksi alat statistik Python Anda dalam kursus berdurasi empat jam ini.

Kursus

Simulasi Monte Carlo di Python

MenengahTingkat Keterampilan
4.7+
156 ulasan
4 jam
Pelajari cara merancang dan menjalankan simulasi Monte Carlo Anda sendiri menggunakan Python!

Kursus

Pengantar Analisis Jaringan di Python

MenengahTingkat Keterampilan
4.7+
211 ulasan
4 jam
Kursus ini akan membekali Anda dengan keterampilan untuk menganalisis, memvisualisasikan, dan memahami jaringan menggunakan perpustakaan NetworkX.

Kursus

Analyzing Survey Data in R

MenengahTingkat Keterampilan
4.8+
212 ulasan
4 jam
Learn survey design using common design structures followed by visualizing and analyzing survey results.

Kursus

Pengantar Pemodelan Linear di Python

MenengahTingkat Keterampilan
4.7+
214 ulasan
4 jam
Jelajahi konsep dan penerapan model linier dengan Python, dan bangun model untuk menggambarkan, memprediksi, dan mengekstrak wawasan dari pola data.

Kursus

A/B Testing in R

MenengahTingkat Keterampilan
4.8+
90 ulasan
4 jam
Learn the basics of A/B testing in R, including how to design experiments, analyze data, predict outcomes, and present results through visualizations.

Kursus

Analisis Survival di R

MenengahTingkat Keterampilan
4.7+
188 ulasan
4 jam
Learn to work with time-to-event data. The event may be death or finding a job after unemployment. Learn to estimate, visualize, and interpret survival models!

Kursus

Network Analysis in R

MenengahTingkat Keterampilan
4.7+
120 ulasan
4 jam
Learn to analyze and visualize network data with the igraph package and create interactive network plots with threejs.

Kursus

Inferensi untuk Data Numerik di R

LanjutanTingkat Keterampilan
4.8+
101 ulasan
4 jam
Dalam kursus ini, Anda akan mempelajari teknik-teknik untuk melakukan inferensi statistik pada data numerik.

Kursus

Advanced Probability: Uncertainty in Data

LanjutanTingkat Keterampilan
4.8+
147 ulasan
2 jam
Develop a better intuition for advanced probability, risk assessment, and simulation techniques to make data-driven business decisions with confidence.

Kursus

Inferensi untuk Data Kategorik di R

LanjutanTingkat Keterampilan
4.8+
107 ulasan
4 jam
Dalam kursus ini, Anda akan belajar cara memanfaatkan teknik statistik untuk bekerja dengan data kategorikal.

Kursus

Generalized Linear Models di Python

LanjutanTingkat Keterampilan
4.7+
143 ulasan
5 jam
Extend your regression toolbox with the logistic and Poisson models and learn to train, understand, and validate them, as well as to make predictions.

Kursus

Kesalahan dan Ketidakpastian di Google Sheets

MenengahTingkat Keterampilan
4.7+
138 ulasan
4 jam
Learn to distinguish real differences from random noise, and explore psychological crutches we use that interfere with our rational decision making.

Kursus

Dasar-dasar Inferensi di Python

LanjutanTingkat Keterampilan
4.8+
218 ulasan
4 jam
Dapatkan pengalaman praktis dalam membuat kesimpulan yang akurat berdasarkan data dalam kursus empat jam ini tentang inferensi statistik menggunakan Python.

Kursus

Simulasi Statistik di Python

MenengahTingkat Keterampilan
4.8+
28 ulasan
4 jam
Belajar untuk memecahkan masalah yang semakin kompleks dengan menggunakan simulasi untuk menghasilkan dan menganalisis data.

Kursus

Analisis Survival dengan Python

LanjutanTingkat Keterampilan
4.7+
71 ulasan
4 jam
Gunakan analisis kelangsungan hidup untuk mengolah data waktu hingga kejadian dan memprediksi waktu kelangsungan hidup.

Kursus

Discrete Event Simulation in Python

LanjutanTingkat Keterampilan
4.7+
68 ulasan
4 jam
Discover the power of discrete-event simulation in optimizing your business processes. Learn to develop digital twins using Pythons SimPy package.

Kursus

Studi Kasus dalam Pemikiran Statistik

MenengahTingkat Keterampilan
4.9+
79 ulasan
4 jam
Take vital steps towards mastery as you apply your statistical thinking skills to real-world data sets and extract actionable insights from them.

Kursus

Latihan Pertanyaan Wawancara Statistik di R

LanjutanTingkat Keterampilan
4.7+
21 ulasan
4 jam
In this course, youll prepare for the most frequently covered statistical topics from distributions to hypothesis testing, regression models, and much more.

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Tutorials

An Introduction to Statistical Machine Learning

Discover the powerful fusion of statistics and machine learning. Explore how statistical techniques underpin machine learning models, enabling data-driven decision-making.
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11 mnt

Tutorials

T-tests in R Tutorial: Learn How to Conduct T-Tests

Determine if there is a significant difference between the means of the two groups using t.test() in R.
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10 mnt


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Frequently asked questions

How does probability and statistics related to data science?

Probability and statistics are foundational to data science, offering the tools and frameworks necessary for analyzing data, making predictions, and deriving meaningful insights. They enable data scientists to understand patterns, assess uncertainties, and make informed decisions based on data analysis.

Why is it important to develop knowledge in probability and statistics?

Developing knowledge in probability and statistics is crucial for effectively interpreting data and making reliable predictions. This understanding forms the basis for designing experiments, analyzing results, and validating conclusions in various fields, ensuring decisions are data-driven and evidence-based.

What careers can I pursue with knowledge in probability and statistics?

With knowledge in probability and statistics, you can pursue a wide array of careers such as data scientist, market researcher, machine learning engineer, statistical analyst, and risk manager. These roles span various industries including finance, healthcare, technology, and government, where interpreting data and making evidence-based decisions are key.

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