Great Learning AcademyThis 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
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
SRM University, SikkimAn 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
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
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
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
McCombs School of Business at The University of Texas at Austin
Transition to AI roles or deepen your technical expertise. Build hands-on skills in ML, GenAI & Agentic AI. Earn dual certificates from the McCombs School of Business at UT Austin & Great Lakes Executive Learning.
Skills: Agent Evaluation & Human-in-the-Loop · Agentic AI Developer · Agentic AI Systems · Agentic AI Workflows
★4.7(111)Beginner12 months
✓ 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
SRM University, Sikkim
Build 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
Learn the fundamentals of data analysis with Python in this online course, where you'll be supervised by a subject-matter expert as you use Python Jupyter Notebook and associated libraries to analyze various datasets. You will have practical experience working with different types of datasets including IPL, football, and Marvel Superheroes datasets while developing engaging visualizations to portray the examined dat…
Skills: Analyzing IPL and Football Datasets · Analyzing Marvel Superheroes Dataset · Creating Data Visualizations · Data Analysis Fundamentals
★4.5(2,915)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This free SQL for Data Science course provides the essential skills to manage databases and perform complex data analysis using SQL. You’ll learn core SQL techniques, including creating and manipulating tables, using clauses such as GROUP BY and HAVING, and mastering joins (INNER, LEFT, RIGHT, FULL, and SELF joins) to retrieve data across multiple tables. The course covers advanced SQL concepts like subqueries, incl…
Skills: Aliases In SQL · Data Analysis · GROUP BY Statement · HAVING Clause
★4.5(7,984)Intermediate3 hours
✓ Free learning · Paid certificate
Great Learning Academy
The Data Science Projects for Beginners course is designed to cater to data science enthusiasts. The best way to learn and improve in data science is to work on many projects. Working with projects will give you an upper hand in dealing with real-time problem statements. In this course, you will understand the fundamentals by working through some projects. You will work with exploratory data analysis on the Football…
Skills: Exploratory Data Analysis · Naive Bayes · Python
★4.5(784)Intermediate1 hour
✓ 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
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
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
McCombs School of Business at The University of Texas at AustinAccelerate your career or scale AI initiatives with a comprehensive AI program covering Machine Learning, Generative AI, Agentic AI. Build hands-on expertise, strategic judgment, and earn a certificate from the McCombs School of Business at The University of Texas at Austin.
Skills: Agentic AI Workflows · AI Governance · AI Model Evaluation · Autonomous Agents (Single and Multi-Agent)
Beginner23 weeks
✓ WITH 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
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 free machine learning Python course helps you build the core Python skills needed to work with data for machine learning tasks. You will learn how to use NumPy for array creation, joining arrays, finding intersections and differences, performing array-based math, and saving or loading array data. These skills help you prepare, organize, and process numerical data more efficiently before moving into machine learn…
Skills: Data Manipulation · Machine Learning with Python · Max · Median
★4.5(16,047)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 python projects for data analysis 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 projects for data analysis as a list of terms, it explains what to look for, how to reason through common…
Skills: Data Visualisation · Exploratory Data Analysis · Working with NumPy · Working with Pandas
★4.4(117)Beginner1 hour
✓ 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 course will teach you about SQL analytics and Python analytics. Python is one of the world's most popular programming languages today. In recent times, it has found its popularity in the domain of data analysis. This is the case because Python offers a lot of convenience in terms of its easy-to-use syntax, various data analysis frameworks, and fantastic flow that helps with the easy analysis of a large amo…
Skills: Data Analysis With Python · Data Retrieval Using SQL · Python Project On FIFA Dataset · Python Project On IPL Dataset
★4.5(1,075)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
McCombs School of Business at The University of Texas at Austin
Mentored online data analytics program for mid career professionals.
Skills: Generative AI · Data Analytics · Machine Learning · Programming
★4.7(10,718)Beginner7 months
✓ WITH CERTIFICATE
Great Learning Academy
A free predict footballer transfer market value using data science 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 predict footballer transfer market value using data science as a list of terms…
Skills: Eda · Python
★4.6(64)Intermediate30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This free python ide course is built for students, developers, and hands-on beginners who want the topic explained with context and usable examples. The course introduces setup, syntax, core logic, and debugging in a way that shows how the pieces work together. Instead of treating python ide as a list of terms, it explains what to look for, how to reason through common tasks, and why the subject appears in real proj…
Skills: Google Colab · Introduction to Python IDEs · Jupyter Notebook · Spyder
Beginner2 hours 30 minutes
✓ 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
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
This 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
The Data Analysis Projects course is designed to employ you with the best way to learn data analytics. This course demonstrates projects on Uber, Indian Education Analysis System, Indian Food Analysis, and Top Selling Books on Amazon to give you a headstart for developing applications on Data Science and increase your visibility through your resume, and improve your skills to crack interviews. These projects guide y…
Skills: Amazon Bestselling Books · Business Analysis · Data Analysis · Data Analytics
★4.5(1,034)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Not every dataset comes with labels, and that is where clustering and pattern discovery matter. This free unsupervised machine learning course introduces Python basics, machine learning context, K-means, hierarchical clustering, principal component analysis, and clustering logic so beginners can understand how models find structure without predefined answers.The course is useful for learners searching for an unsuper…
Skills: Basics of Python
★4.2(56)Beginner7 hours
✓ Free learning · Paid certificate
Great Learning Academy
Autocorrelation is a very critical part of applied data analytics as it can be used to provide a wide variety of insights across multiple technical and non-technical domains. It is a concept that is used to analyze the link between a variable’s current value and its previous values to derive solutions. Autocorrelation is seen as a key part of analytics as it is a simple technique that has a profound impact on the so…
Skills: Applications of Autocorrelation · Autocorrelation · Correlation · Practical Demo in Python
★4.5(140)Beginner1 hour
✓ 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
Great Learning Academy
This Machine Learning course provides essential skills for developing and deploying machine learning models. You will learn key techniques in supervised learning, including linear and logistic regression, decision trees, bagging, and boosting. This online machine learning course covers key topics, including principal component analysis (PCA) for dimensionality reduction, hyperparameter tuning, and model performance…
Skills: Ensemble Techniques · Feature Engineering and Cross Validation · Introduction to Machine Learning · Models and Hyperparameter Tuning
Intermediate12 hours
✓ WITH CERTIFICATE
Great Learning Academy
Python is one of the most commonly used languages for Machine Learning. It has many libraries that are both open source and available for free, which are some of its popularity. Python is a very flexible language so it can be used not only for Machine Learning but also for data analysis, scientific computing, system administration, web development, and more. Suppose you’re getting started with Python programming or…
Skills: Matplotlib · Numpy · Pandas · SeaBorn
★4.6(522)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Data Analysis comes under the method of reviewing, cleansing, transforming, and modeling information with the goal of discovering helpful data, informing conclusions, and supporting decision-making. Data analysis has multiple aspects and approaches, encompassing numerous techniques under a spread of names in multiple businesses, science, and social science domains. Python is more straightforward to learn and use pro…
Skills: EDA - in Hindi · Matplotlib - in Hindi · Pandas - in Hindi · Seaborn - in Hindi
★4.4(374)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
In this Python Programming course, you’ll learn the skills to build real-world applications. You’ll master Python fundamentals such as variables, operators, data structures (lists, dictionaries), and control structures (loops, conditionals). You’ll gain the ability to design modular, reusable code using Object-Oriented Programming (OOP) with classes, inheritance, and polymorphism. The course also enables you to perf…
Skills: Classes and Objects · Custom Exceptions · Data Structures · Error Handling
Advanced11 hours 30 minutes
✓ WITH CERTIFICATE
Great Learning Academy
This free online Python programming course is designed to teach you the essentials of Python, starting with core concepts like variables, data types, operators, and loops. You’ll be introduced to Jupyter Notebook, a powerful tool for interactive coding. As the course progresses, you’ll learn object-oriented programming (OOP) principles, helping you structure and organize your code efficiently. You will also cover ex…
Skills: Anaconda · Conditionals · Control Flow Statements (loops · Core programming concepts in Python
★4.6(41,167)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
In this course, you will learn the fundamental concepts of Machine Learning and how to implement them in various projects. Our course includes a hands-on approach where you will be implementing different Machine Learning algorithms and models to solve real-world problems. The first project in the course is salary prediction using Machine Learning. In this project, you will learn how to predict the salary of employee…
Skills: Exploratory Data Analysis · Machine Learning Algorithms
★4.5(137)Beginner1 hour 30 minutes
✓ Free learning · Paid 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
This course will introduce you to R programming for Data Science, with a few demonstrated examples. The course shall focus you on the elements and features available in R to work on Data Science tasks. It shall begin with a briefing on the basics of R programming and then help you understand the data structures, in-built functions, user-defined functions, and flow control statements as you follow the first half of t…
Skills: Basics of R · Data Manipulation in R · Data structures in R · Data Visualisation in R
★4.6(1,196)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
Data science is a protean field that uses scientific processes, methods, algorithms, and systems to extract multiple insights and knowledge from data in various structured and unstructured forms, similar to data mining. A data scientist can understand data, identify patterns, and make predictions using data. Data science is a process that includes data collection, data cleaning, data analysis, and data visualization…
Skills: Data Science - in Hindi · EDA - in Hindi · Machine Learning - in Hindi
★4.4(1,225)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
Data Science is one among the top careers in today’s world of IT. It becomes very important that you understand the sheer amount of competition and interest the domain gets if you are willing to start your career in this domain. Since Data Science is a very vast domain, it becomes essential that you understand the domain completely. A Data Science role is not just limited to a Data SCientist’s role. Data Analysis is…
Skills: Career roadmap for Data Science · Data Analyst salary trends · Data Analyst vs Data Scientist · Roles and responsibilities of a Data Analyst
★4.4(316)Beginner1 hour
✓ 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
We know that python is known to be a high-level programming language. It is also an open-source programming language that is interpreted, and object-oriented. And when we speak about Machine Learning, this is used for identifying the patterns in data. Machine learning algorithms are answerable for sorting, cleaning, and searching from the data or algorithms. Python is known for its rich technology stack, which has a…
Skills: Matplotlib · Modeling · NumPy · Pandas
Beginner3 hours
✓ Free learning · Paid certificate
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