Great Learning AcademyPredictive Modeling and Analytics - Regression is designed to help you better understand the basic concepts and cater to your queries on the subject. The course introduces you to predictive modeling and takes you through simple linear regression, best fit line, multiple linear regression, linear regression assumptions, multicollinearity, fit-R square, and variables concepts. It then discusses predictive modeling cla…
Skills: Concept of Multicollinearity · Linear Regression · Predictive Modeling · R Square
★4.5(598)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
In this course, we will cover the fundamentals of supervised machine learning and dive deeper into two popular algorithms: logistic regression and Naïve Bayes. We will start with an overview of supervised learning and explore the key concepts and terminology used in this area of machine learning. From there, we will delve into logistic regression and learn how to apply this algorithm to binary classification problem…
Skills: Logistic Regression · Naïve Bayes · Scikit Learn Library
★4.4(999)Beginner2 hours
✓ 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
In today's world, where we are surrounded by data, it becomes vital that it can be used to its fullest to understand the power of insights that can drive businesses to success. Machine learning is a domain that helps us do just that, among other essential applications. So, what is Linear Regression? How does Linear Regression work? Linear Regression is a viral supervised learning algorithm, helping us with tasks lik…
Skills: Data handling and prediction · Missing Value Detection · Regression analysis · Types of Linear Regression
★4.3(428)Beginner1 hour 30 minutes
✓ Free learning · Paid 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
Great Learning Academy
This Introduction to Generative AI and LLMs course equips you with the essential skills to understand how AI, machine learning, deep learning, and Generative AI work together. You’ll learn the evolution of AI, the difference between narrow and general AI, supervised, unsupervised, and reinforcement learning, and how classification and regression algorithms support real-world use cases. The course also covers neural…
Skills: Discriminative vs Generative AI · Evolution of Generative AI · Generative AI Fundamentals · Generative AI Models
Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Python is a programming language that is extremely helpful in making predictions. It is a language that can not only do this efficiently but at the same time easily also. It becomes vital that you understand that using a Python prediction algorithm can get complex. It should always be the situation where you complement your theoretical learning with an ample amount of practical projects. This hands-on knowledge is s…
Skills: Machine Learning · Predicting beer consumption · Salary prediction · Student grade prediction
★4.5(293)Intermediate1 hour
✓ 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
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
This Machine Learning course provides a comprehensive foundation in both supervised and unsupervised learning, with a focus on key concepts such as linear regression, data preprocessing, and model evaluation. You'll learn essential techniques like Pearson's coefficient, the best-fit line, and the coefficient of determination to understand how machine learning models make predictions. Through hands-on projects and a…
Skills: Including Supervised And Unsupervised Learning · Learn the fundamentals of machine learning · Regression
★4.5(6,438)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Forecasting is a data science technique used to predict future happenings by considering historical data. The business uses forecasting for predicting any trend or future event. It helps in determining future demand for a product or a service too. When the decisions are made in the business, it is very important to choose the right forecasting technique for suiting the needs of the moment. There are various forecast…
Skills: Forecasting using Python
★4.5(239)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Machine Learning is at the heart of Decision Making and Data Science. It is used for various prediction models, like customer churn prediction, etc. Under its umbrella of different supervised and unsupervised algorithms lies the concept of logistic regression, which is essential in dealing with categorical data for statistical analysis. In this course on “Logistic Regression on Customer Data”, you will explore the c…
Skills: Logistic Regression on Customer Data
★4.5(138)Beginner1 hour
✓ Free learning · Paid 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
NUS Business School
Built for experienced professionals ready to lead change in a dynamic business environment, this live-online programme combines real-world case studies, practitioner insights and project work to enhance applied learning. Earn a certificate of completion from NUS Business School.
Skills: AI and Emerging Technologies Leadership · Cross‑Functional Expertise · Data Analytics and Predictive Modeling · Digital Transformation
★4.0(1)Beginner9 months
✓ WITH CERTIFICATE
Great Learning Academy
In this course, IPL dataset is taken to analyze the metrics of different teams in IPL. Libraries such as pandas, matplotlib, and seaborn are used to perform exploratory data analysis on top of this IPL data. Finally, some machine learning algorithms are implemented to predict which team has a better likelihood of winning the tournament.
Skills: Hands-on of IPL dataset
★4.4(104)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
The AI for CRM course equips you with the essential skills to understand how AI improves customer management across sales, marketing, service, retention, and loyalty. You’ll learn CRM fundamentals, how CRM systems work, why clean customer data matters, and how privacy and compliance support responsible customer engagement. The course also covers AI and machine learning basics, helping you understand the technology b…
Skills: AI & ML Basics · Churn Prediction · Conversational AI · CRM Fundamentals
Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
In this excel regression analysis course, you will learn the basic concepts and its importance in predictive modeling. You will understand the difference between Simple vs Multiple Regression and how they work. You will gain hands-on knowledge of regression using excel. Check out our PG Course in Machine learning Today.
Skills: Hands on knowledge of Regression Analysis using Excel
★4.5(1,712)Intermediate1 hour
✓ Free learning · Paid certificate
Great Learning Academy
Machine Learning (ML) is an Artificial Intelligent (AI) suite that deals with training a machine to self-learn and carry out the processes from previously trained inputs. The philosophy behind machine learning is that the machines can learn from sample data, recognize patterns, and make independent decisions without or with minimal human intervention. Most industries with a large amount of data use machine learning…
Skills: Linear Regression · Logistic Regression · Naïve Bayes
★4.6(299)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Learning covid outbreak prediction is easier when each idea is tied to a real decision, task, or workflow. This free course is built for beginners who want practical context before moving into deeper tools, projects, or role-specific training. You work through forecasting, case data, trends, model inputs, prediction limits, public-health analytics, so the topic feels useful rather than abstract. The course helps you…
Skills: Eda · Pandas · Random Forest Regressor · Seaborn
★4.4(306)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This free course starts by providing a brief introduction to Machine Learning. You will understand the purpose of its algorithms and go through its industry use cases. Further, you will learn about the mathematical space where Machine Learning occurs. You will then move on to the critical concepts like supervised Machine Learning, linear regression, Pearson's coefficient, best fit line, and coefficient of determinan…
Skills: Coefficient of Determinant · Introduction to Machine Learning · Linear Regression · Pearson's Coefficient
★4.4(5,294)Beginner2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This online Machine Learning Algorithms course has been designed keeping in mind that a novice learner should be able to grasp the concepts and understand algorithms with examples. This course covers the introduction to Machine Learning and the basics of algorithms, along with a theoretical and practical understanding of supervised, unsupervised, and reinforcement learning. You will also gain skills to employ K-near…
Skills: Classification (Logistic Regression · Clustering (K-means · Cross Validation · Decision Trees
★4.5(3,196)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
Many have these questions: What is Logistic Regression? How does Logistic Regression works? Logistic Regression is a vital part of the applications that we have in Machine Learning today. It forms to be a part of the supervised learning algorithms that use labeled datasets to help with regression and classification tasks. Logistic Regression is an algorithm that is very efficient in its work. With this, it becomes c…
Skills: Correlation between features · Credit Card Fraud Detection · Understanding Logistic Regression
★4.4(532)Beginner1 hour
✓ Free learning · Paid certificate
Great Learning Academy
This free course will help you analyze the Multivariate Time Series data efficiently. The course starts by introducing you to time series forecasting and the impact it has on businesses. You will understand its crucial features and the challenges associated with it. Further, you will go through a real-world problem statement and understand the strategy behind the solution, where you will learn various key concepts.…
Skills: Time Series Demo · Time Series Forecasting
★4.5(219)Intermediate1 hour 30 minutes
✓ 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
SRM University, SikkimA 2-year online MBA in Business Analytics and Artificial Intelligence built for working professionals and graduates. Gain skills in AI, predictive analytics, and Generative AI. Earn a UGC-recognized, AICTE-approved degree with flexible online learning.
Skills: Cross-functional team governance · Data-driven strategy formulation · Predictive modeling · Retail operations diagnostic tracking
2 years
✓ WITH 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
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
MIT Professional EducationHarness Agentic AI, Generative AI, and ML to design and implement AI-driven solutions without writing a single line of code.
Skills: Agentic AI · Artificial Intelligence · Clustering Classification and Regression · Computer Vision
★4.7(5,331)Beginner14 weeks
✓ 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 Data Mining course will introduce you to prominent Data Mining concepts. The course begins by introducing you to data description concepts. You will understand the basics of data, data manipulation, and skewness using histograms in the first half of the course. You will then learn to visualize outliers using boxplots, correlation using scatter plots, and understand what machine learning is. You will also unders…
Skills: Basic Data Understanding · Data Description · Data Manipulation · Linear Reg
★4.5(2,692)Intermediate2 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
The AI training projects course equips you with practical skills to build applied AI solutions through hands-on projects. You’ll learn how to create AI agents, including a database agent that can query data using Azure OpenAI and LangChain. The course also covers Retrieval-Augmented Generation systems, showing how to build applications for PDF question answering, video retrieval, and a zero-cost RAG engine.You’ll al…
Skills: Activation · ANN and RNN · ANN Model · Back Propagation
★4.5(1,610)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
When a model must place new observations into the right category, a classification algorithms course gives that decision a clear structure. This free course walks through logistic regression, Naive Bayes, decision trees, random forests, KNN, SVM, preprocessing, and comparison parameters so beginners can understand how models separate observations into classes and why one algorithm may fit a case better than another.…
Skills: Decision Tree · K-Nearest Neighbors · Logistic Regression · Naive Bayes
★4.8(126)Beginner1 hour 30 minutes
✓ 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
This comprehensive Machine learning with python course explains the basic statistics and programming required to work on machine learning problems. Firstly, you will learn the basic concepts and the various packages needed for machine learning. It also covers statistical distributions and explains the different types of data. The course then teaches you a type of machine learning called reinforcement learning, with…
Skills: Machine learning · Python · Reinforcement learning · Statistics
★4.6(2,429)Beginner11 hours
✓ 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
This free predictive analytics 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 predictive analytics as a list of terms, it explains what to look for, how to reason through common…
Skills: Deep Feature Synthesis · Feature Engineering · Model Selection Techniques · Predictive Analytics
Beginner2 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
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
The free generative AI course equips you with the essential skills to understand what Generative AI is, how it works, and where it creates business value. You’ll learn how Generative AI differs from conventional AI, how the technology has evolved, and how popular Generative AI models are used to solve real-world business problems. The course also covers Large Language Models, text understanding, next-word prediction…
Skills: Discriminative vs Generative AI · Evolution of Generative AI · Generative AI Fundamentals · Generative AI Models
★4.5(4,713)Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This Introduction to TensorFlow and Keras course will enrich your knowledge about all the essential Python libraries and guide you to install them step by step. It will start by explaining what TensorFlow is and its various functionalities. It will then take you to get a brief understanding of the prerequisites to understand tensors before moving on to the installation chapter. Once your concept of TensorFlow is cle…
Skills: Image classification using CNN · Keras · Linear Regression using Tensorflow · MNIST Character Recognition
★4.5(925)Beginner3 hours 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This "Predictive Analytics Tutorial" will help you to master the predictive algorithms in machine learning. Predictive analytics are used to determine customer responses or purchases, as well as promote cross-sell opportunities. Predictive models also help businesses attract, retain, and grow their most profitable customers. Data is everywhere. We generate data when using an ATM, browsing the Internet, or posting on…
Skills: Basics of Predictive Analytics · Hands-on · Industry Application · Linear Regression
★4.4(358)Beginner1 hour 30 minutes
✓ Free learning · Paid certificate
Great Learning Academy
This AI in Operations Management free course equips you with the essential skills to understand how AI improves business operations, workflow efficiency, and decision-making. You’ll learn operations management fundamentals, including how inputs become outputs and how teams manage flow, capacity, demand, inventory, quality, and continuous improvement. The course also covers AI and machine learning basics, including t…
Skills: AI and machine learning basics · AI demand forecasting · generative AI literacy · Operations management fundamentals
Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
This Free AI Course for Finance Professionals equips you with the essential skills to understand how AI is changing modern finance and analyst workflows. You’ll learn financial analysis foundations, including financial statements, key ratios, valuation methods, core risk types, and where human judgment remains critical. The course also covers how AI, machine learning, NLP, and generative AI support forecasting, valu…
Skills: AI tool selection · Credit and risk assessment · Financial statement analysis · Fraud detection and compliance
Beginner2 hours
✓ Free learning · Paid certificate
Great Learning Academy
The Free AI in supply chain management course equips you with the essential skills to understand how AI improves planning, forecasting, procurement, logistics, risk management, and sustainability across supply chains. You’ll learn supply chain fundamentals, how products move through complex networks, and why manual planning often falls short. The course also covers AI and machine learning basics, including how model…
Skills: AI Model Evaluation · Demand Forecasting with AI · ESG and Sustainable Supply Chain · Generative AI in Procurement
Beginner2 hours
✓ 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
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