Great Learning AcademyThis free course will first introduce you to some basic terms of statistics, such as probability, distribution, hypotheses, and CLT (Central Limit Theorem) theorem, the essentials to learning Statistics for Data Science. Next, you will comprehend the Normal distribution with the help of examples. The examples of the normal distribution are very helpful in understanding statistics better. Moving forward with the cour…
Skills: Hypothesis testing · Population · Probability · Samples
★4.6(1,412)Beginner7 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This course equips you with essential statistical skills for data analysis in data science. You’ll master key concepts such as probability, descriptive and inferential statistics, and statistical inference techniques, including estimation and hypothesis testing. You'll learn to summarize data, analyze distributions, and visualize data effectively to uncover insights. The course also covers the role of statistics in…
Skills: Mean · Median · Probability · Standard Deviation
Intermediate3 hours 30 minutes
✓ WITH CERTIFICATE
Great Learning Academy
A free statistics for data science quiz course is useful when analytics, data science, and business learners need a practical entry point into the subject. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating statistics for data science quiz as a list of terms, it explains what to look for, how to reason through…
Skills: Bayes Theorem · Binomial and Poisson Distribution · Conditional Probability · Correlation
★4.5(212)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Statistics is one of the most important fundamental components that sees its usage in almost all of the domains that use metrics of sorts. Inferential statistics is a popular division in the world of statistics that deals with making inferences about experiments at hand and/or with trackable metrics. The advantage is this, inferential statistics can process numerical data and categorical data with ease. This makes i…
Skills: Anova · Central Limit Theorem · Chi-Square Test · Data Collection
★4.6(264)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Statistics is used to process complex problems in the real world so that Data Scientists and Analysts can look for meaningful trends and changes. This course helps you learn about some statistical analyzing tools and their accurate application. Key concepts include probability distributions, statistical significance, hypothesis testing, and regression. Furthermore, machine learning requires understanding Bayesian th…
Skills: Advanced Statistics · Hypothesis testing · Type-I and Type-II error
★4.5(172)Advanced6 hours
✓ Free learning · Paid certificate
Great Learning Academy
The Statistical Methods for Decision Making course aims to give you the knowledge to understand sampling, normal distributions, hypothesis testing, and its different types, type 1 and type 2 errors, chi-square testing, and ANOVA. The course will fix the concepts in your mind through demonstrated examples and solved samples for the aforesaid concepts. You will have to take up the quiz/assessment at the end of the cou…
Skills: Decision Making Methods · Descriptive statistics · Hypothesis Testing · Probability Theory
★4.4(1,781)Intermediate2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This online data science course covers the essential concepts for working with real datasets in Python. You’ll learn NumPy fundamentals such as array creation, indexing, slicing, and core operations, so you can process data faster and avoid slow manual calculations. You’ll also learn how to combine and split arrays and apply arithmetic functions to prepare data for analysis and modeling.You’ll understand concepts li…
Skills: Decision Trees · Descriptive Statistics · Ensemble Techniques · Exploratory Data Analysis (EDA)
Intermediate12 hours 30 minutes
✓ WITH CERTIFICATE
Great Learning Academy
The Probability for Data Science course begins with introducing you to different concepts in probability. It then continues with inculcating in you the skills to work with marginal probability to solve problems that are events irrespective of the outcome of another value and the Bayes Theorem that deals with the probability of occurrence of events based on the occurrence of other events. You can refer to the attache…
Skills: Basics of Probability · Bayes Theorem · Marginal Probability
★4.5(2,131)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
An understanding of basic statistics for machine learning concepts provides a strong foundation for further learning in the fields of data analysis, data science, and even some areas of machine learning. Without statistics, it becomes nearly impossible to work on becoming an expert in this domain when working with real-time or industry-grade products. Hence, to understand the domain and actively implement it, statis…
Skills: Central Tendency and 3 Ms · Correlation Analysis · Descriptive Statistics · Measures of Dispersion Range and IQR
★4.6(1,591)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
In this course, you will learn the basics of Big Data, statistics methods, its types & measures of central tendency, You will also understand these concepts better with the discussion of a case study. To build a strong foundation and cover basic concepts, you can enroll in for statistics in machine learning course for free. Check out our PG Course in Machine learning Today.
Skills: Big Data · Statistics and Measures of Central Tendency
★4.5(84)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This free statistical tests course is built for analytics, data science, and business learners who want the topic explained with context and usable examples. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating statistical tests as a list of terms, it explains what to look for, how to reason through common tasks,…
Skills: Chi-Square Test · Hypothesis Testing · Inferential Statistics · Measures of Dispersion
Beginner7 hours
✓ Free learning · Paid certificate
Great Learning Academy
This Free Data Science Foundations course roffers your knowledge on the introduction to the subject and gives you insights into the different phases of its life cycle. The course covers topics about various tasks carried out in Data Science and different programming languages that are compatible to work with to accommodate the tasks efficiently, and Machine Learning, contributing to the dynamic behavior of machines…
Skills: Classification · Clustering · Collection & preprocessing · Data acquisition
★4.5(23,323)Beginner2 hours
✓ Free learning · Paid certificate
MIT IDSS
Learn Agentic AI, LLM orchestration, and RAG to build intelligent systems capable of driving AI-powered decisions and solving real-world business challenges. Delivered by globally renowned MIT faculty, this AI and Data Science program is designed to accelerate your career growth.
Skills: Agentic AI · AI Workflow Design · AI-Assisted Coding · Generative AI Applications
★4.6(265)Beginner12 weeks
✓ WITH CERTIFICATE
SRM University, SikkimBuild future-ready skills in Data Analysis, Machine Learning, and Big Data technologies with online BCA in Data Science and Analytics. This UGC-entitled degree combines Computer Applications, Analytics, and industry-focused projects to prepare learners for data-driven careers.
Skills: Big Data Analytics · Business Intelligence · Cloud Computing · Data Analytics
Beginner3 years
✓ WITH CERTIFICATE
Great Learning Academy
This Data Science with Python course is designed to equip you with skills to work with Python Programming to achieve Data Science tasks. You will be knowledgeable about the concept of statistics in detail, followed by a case study demonstration. You will then understand data transformation, different types of distributions, and histograms. You will further learn Python programming to understand some essential librar…
Skills: Data Analytics · Data Transformation · Data Visualizations · Jupyter Notebook
★4.6(2,357)Beginner11 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This course will help you to learn all the different distributions in probability. Probability is the most important thing that we calculate subconsciously on almost all occasions. For example, the decision to wear a T-Shirt or a hoodie or whether to accept the job offer or not. You can also take up a free online course on probability in machine learning to build a strong foundation. Check out our PG Course in Machi…
Skills: Normal Distribution · Probability Distribution
★4.4(156)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
A background in Statistics can prepare you for a wide range of job opportunities ranging from being a pure statistical researcher to a highly sought after data scientist. Keeping the importance of Statistics in mind, this course on Descriptive Statistics will introduce you to the basics of Statistics, central tendancy, variablility, skewness, and kurtosis. Check out our PG Course in Machine learning Today.
Skills: Central Tendency · Kurtosis · Measure of Skewness · Measures of Variability
★4.5(886)Beginner1 hour
✓ Free learning · Paid certificate
MIT Professional EducationDesigned for professionals transitioning to AI roles who want to build end-to-end AI expertise. Apply Machine Learning, GenAI & Agentic AI to build intelligent systems & autonomous workflows. Earn a Certificate of Completion & 16 CEUs from MIT Professional Education (MIT PE).
Skills: Agentic AI · AI Workflow Design · AI-Assisted Coding · Data Analysis
★4.0(3)Beginner15 weeks
✓ WITH CERTIFICATE
Great Learning Academy
The Statistical Analysis course is designed to help you understand how to employ statistical methods to hoard data, employ analytical techniques, and effective ways to present results. The course begins with explaining the descriptive statistical analysis and then continues with different concepts in exploratory analysis. It also comprehends a demonstration of an insurance company to help you understand the overall…
Skills: Eda · Statistical Analysis
★4.5(963)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This free Hypothesis Testing course will help you comprehend the major concepts that help to carry it out successfully. You will learn about Type 1 & 2 errors and understand the Z-test in detail. You will learn about the Student’s T-test where you will go through types of T-tests, and their uses, and solve real-world examples to understand them better. You will further understand random sample and population size an…
Skills: Hypothesis Testing · T-test
★4.5(512)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This course on how Data Science, in a few of the many ways, unwraps, market, evolution, optimizes digital manufacturing that underpins and nurtures a key transformation road map in the CPG industry. This course will give a glimpse based on real-world scenarios, with a solution and industry insights, and on what it takes to make the impact.
Skills: Data Science in FMCG · Modelling · Optimization of Modelling · Probability Distribution
★4.6(274)Intermediate1 hour
✓ Free learning · Paid certificate
McCombs School of Business at The University of Texas at AustinMentored online data analytics program for mid career professionals.
Skills: Generative AI · Data Analytics · Machine Learning · Programming
★4.7(10,718)Beginner7 months
✓ WITH CERTIFICATE
McCombs School of Business at The University of Texas at Austin
Master cutting-edge Data Science technologies like Python, Tableau, Machine Learning, AI, Generative AI, and more in this Data Science with GenAI certificate program. Earn dual certificates from McCombs School of Business at UT Austin and Great Lakes Executive Learning
Skills: Data Analysis · Data Visualization using Tableau · Deep Learning · Generative AI
★4.8(84)Beginner12 months
✓ WITH CERTIFICATE
McCombs School of Business at The University of Texas at Austin
Designed for professionals moving into data & AI roles to automate workflows & make data-driven decisions. Build expertise in analytics & GenAI, earn a certificate from the McCombs School of Business at The University of Texas at Austin & prepare for Microsoft PL300 certification
Skills: Data Analysis with Excel · Data Transformation with Pandas and Numpy · Descriptive Statistics · Exploratory Data Analysis (EDA)
★4.9(16)Beginner21 weeks
✓ WITH CERTIFICATE
SRM University, Sikkim
This industry-aligned online BCA specialization in Artificial Intelligence offers a technical foundation in AI, Machine Learning, GenAI, and intelligent systems. Gain hands-on experience through real-world case studies and projects.
Skills: Advanced Machine Learning · AI Model Development · Algorithm Design · Cloud Computing
Beginner3 years
✓ WITH CERTIFICATE
Great Learning Academy
Data Science is a field of Computer Science that employs scientific methods, processes, algorithms, and systems to extract information and derivations from structured and unstructured data. Mathematical concepts are applied across a broad range of application domains related to data mining, machine learning, and big data that are essentially connected to data science. Linear regression, logistic regression, and a de…
Skills: Case studies · Mathematics for Data Science
★4.3(878)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
In this course, you will learn how to get started with data science. You will also get to know about more intuitive concepts of data science that you need, to become a data scientist. This course will cover topics such as what is data science, what are the relevant pointers important to crack a data science interview, major statistics and probability concepts, data visualization, data manipulation, data science inte…
Skills: Basics of Data Science
Beginner30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The Basics of Exploratory Data Analysis course shall imbibe in you the knowledge on working with Data Manipulation techniques with DPLYR and its functions to reduce the arduous task. The course shall then continue with Data Visualization techniques using the GGPLOT2 grammar package and different plots and layers. You will learn the statistics involved with the subject and the science supporting Data Science strategi…
Skills: Boxplots · Data Cleaning · Exploratory data analysis · Handling Missing Values
★4.5(2,668)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Enhance your data analytics capabilities using GPT-5 refined prompts, integrating ChatGPT into Excel and Python workflows to automate, analyze, and interpret data efficiently. This comprehensive program will equip you with essential data analytics skills while leveraging the power of both traditional spreadsheet tools and cutting-edge Python programming, all with the assistance of ChatGPT. We begin with an 'Introduc…
Skills: Cleaning Data Visualizing Data · Importing Data · Model Building for Regression · Summary Statistics
★4.4(664)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
Cloud Computing utilizes remote servers for data storage and processing, offering scalability and cost-efficiency. Cloud-related roles are in high demand, making cloud certifications valuable. AWS and Azure are major players in cloud certifications. AWS offers certifications like AWS Certified Solutions Architect and AWS Certified Developer, validating skills in designing and managing applications on their platform.…
Skills: AWS Certifications · Azure Certifications · Cloud Computing career roadmap · Cloud Computing roles
★4.4(624)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This course intends to cover Central Tendency concepts for Data Science. The course begins with helping you understand the importance of statistics. It then continues with topics such as types of statistics and data, then elaborates on central tendency and measures of dispersion. In the later part, the course comprehends a case study on measures of central tendency. There is an assessment to evaluate your gains at t…
Skills: Measures of Central Tendency · Type of Statistics
★4.4(244)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
A beginner-focused free machine learning with python quiz course can reduce confusion by connecting ideas with situations learners actually recognize. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating machine learning with python quiz as a list of terms, it explains what to look for, how to reason through common tasks, and why the sub…
Skills: NumPy · Pandas · Statistics · Visualisation
★4.4(171)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Free organizing statistical survey learning should help analytics, data science, and business learners understand why the topic matters before moving into deeper practice. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating organizing statistical survey as a list of terms, it explains what to look for, how to re…
Skills: Methods and Principles of Data Collection · Origin of statistics Characteristics / features of Statistics Scope and limitat…
Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This Python for Data Science and Machine Learning course lays the foundation in Python, with essential libraries such as NumPy and Pandas for data manipulation. You’ll learn to visualize data using Seaborn and Matplotlib and gain hands-on experience with machine learning algorithms, including Linear and Logistic Regression, Decision Trees, Random Forests, and K-Means Clustering. The course covers key techniques like…
Skills: Decision Trees · Ensemble techniques · Feature engineering · K-means clustering
Advanced17 hours
✓ WITH CERTIFICATE
Great Learning Academy
Probability is a branch of mathematics that teaches us to deal with the occurrence of an event after specific repeated trials. The value here is expressed from zero to one. It aids us in understanding exactly how a particular event is going to behave in a given set of variables. It also aids us in predicting possible variations in the behavior of the variable in a fluctuating environment. This free course on Probabi…
Skills: Bayes Theorem · Binomial Distribution · Marginal Probability · Normal Distribution
★4.5(931)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Free python for machine learning and data science learning should help students, developers, and hands-on beginners understand why the topic matters before moving into deeper practice. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating python for machine learning and data science as a list of terms, it explains what to look for, how to…
Skills: Introduction to NumPy · Pandas and Data Visualization in Python
★4.6(357)Beginner3 hours
✓ Free learning · Paid certificate
Great Learning Academy
Data science work becomes more persuasive when the output is easy to read, question, and act on. This free data visualization course helps beginners understand how charts, dashboards, and visual storytelling support analysis in Python, Tableau, Power BI, and R. You will learn why visual choices matter, how different tools fit different workflows, and how data visualization for data science improves communication wit…
Skills: Data Science · Data Visualization
★4.5(99)Intermediate7 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
To keep pace with the ever-changing landscape of data and its related fields, the handling and analysis of data have become increasingly important. That's why data science has become such a rapidly growing field, attracting millions of people who want to learn and master the subject. Data Science is the study of information, its origins, meaning, and how it can be transformed into valuable resources and inputs to in…
Skills: A/B Testing · Big Data · Introduction to Data Science · Life Cycle of Data
★4.5(71)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
Learn ANOVA or analysis of variance, one of the most important aspects of applied statistical analysis in detail through this free Analysis Variance course. You will start the course by getting introduced to the analysis of variance. In order to understand ANOVA better, you will go through the important terminologies that play a significant role in it. Hypothesis testing is a vital component of ANOVA; hence, you wil…
Skills: Important Terminologies in ANOVA · Introduction to ANOVA · One Way and Two Way ANOVA · Understanding Hypothesis Testing
★4.6(263)Intermediate1 hour
✓ Free learning · Paid certificate
Great Learning Academy
In this course, you will be introduced to Business Analytics and a hypothesis to understand the concept better. Later, you will learn about important terms employed, such as data collection, specification, and data transformation for analysis purposes. The main focus of the course will be on Principal Component Analysis, popularly transforming large datasets. The hypothesis helps you get familiar with statistical an…
Skills: Deep Dive into Principal Component Analysis · Hypothesis Testing · Introduction to Business Analytics · PCA Case Study
★4.4(127)Intermediate30 minutes
✓ Free learning · Paid certificate
SRM University, Sikkim
An online MCA in Data Science and Machine Learning is designed to help learners build expertise in Data Analytics, Machine Learning, and big data technologies. Earn a UGC-entitled, online MCA degree with flexible learning and an industry-oriented curriculum.
Skills: Big Data Analytics · Business Intelligence concepts · Data Analysis using R · Data Visualization
Beginner2 years
✓ WITH CERTIFICATE
IIT Bombay
The Executive Post-Graduate Diploma in Artificial Intelligence and Data Science from IIT Bombay equips learners with cutting-edge AI and Data Science skills. Developed and delivered by distinguished faculty at IIT Bombay.
Skills: Machine Learning · Generative AI · Programming · Data Analytics
Advanced18 months
✓ WITH CERTIFICATE
Great Learning Academy
Free excel for data science for beginners learning should help analytics, data science, and business learners understand why the topic matters before moving into deeper practice. The course introduces data preparation, model thinking, visual analysis, and evaluation in a way that shows how the pieces work together. Instead of treating excel for data science for beginners as a list of terms, it explains what to look…
Skills: Aggregation · Date and Time · Errors in Excel · Lookups
★4.5(1,162)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This free Introduction to R course is perfect for beginners looking to get started with R programming. You will begin by learning how to install R and declare variables, covering the basics needed to work with the language. We will introduce you to key data types, such as numeric, character, and logical, providing plenty of practical examples to help you understand them. You will also learn how to use different oper…
Skills: Control Structures · Data Cleaning And Wrangling · Data Structures · Data Types
★4.6(8,901)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
What is MATLAB? MATLAB (short for "matrix laboratory") is a programming language and computing environment commonly used in technical computing, data analysis, and visualization. It allows users to perform a wide range of computational tasks, including matrix manipulations, plotting of functions and data, implementation of algorithms, creation of user interfaces, and interfacing with programs in other languages. Why…
Skills: Basic Math Operations · Computer Programming · Constants · Creating Scripts
★4.4(1,863)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
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