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Artificial Intelligence and Machine Learning Mastery - Specialization | 61 Course Series | 32 Mock Tests
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61 Courses
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323 Hours
61 Courses
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Case Studies
About Machine Learning Training in India
| Course Name | Machine Learning Training in India |
| Deal | You get access to all videos for the lifetime |
| Hours | 323 Video Hours |
| Core Coverage | Machine learning using Python, Deep Learning, Data Science with R, Face Detection in Python, Bayesian Machine Learning, Business Intelligence, Artificial Intelligence, Projects on Machine learning. |
| Course Validity | Lifetime Access |
| Eligibility | Anyone serious about learning Machine Learning and wants to make a career in this Field |
| Pre-Requisites | Familiarity with at least one programming language is recommended |
| What do you get? | Certificate of Completion for each of the 61 courses, Projects |
| Certification Type | Course Completion Certificates |
| Verifiable Certificates? | Yes, you get verifiable certificates for each61 course, Projects with a unique link. These link can be included in your resume/Linkedin profile to showcase your enhanced skills |
| Type of Training | Video Course – Self Paced Learning |
| Software Required | None |
| System Requirement | 1 GB RAM or higher |
| Other Requirement | Speaker / Headphone |
Machine Learning Training in India Curriculum
In this machine learning course, careful and exhaustive measures are taken during the designing and development for anyone who wants to upscale themselves in the genre of machine learning. This Machine Learning Training in India starts with statistics essentials which give intricate details of mathematical reasoning along with real-life scenarios for better intuition. Next in line we have sneaked into packages known as “TensorFlow” and “Scikit-learn”, wherein we would dive into some basic concepts of ML and AI. It talks about things such as representation, state-space search, Heuristic search, logic and reasoning, rule-based programming, decision making, etc. The statistics session in this course won’t be mathematics heavy but take some intuitive turns on understanding the statistics.
We would also look into advanced machine learning techniques in terms of Artificial Intelligence, AWS, Deep Learning, etc. The course is not programming language-specific but will give a belly full of deep dive into all sorts of programming languages like Python, R, Octave, Siebel, SAS. Not only this, but the course also provides a chance to learn about different aspects of the usage of machine learning like Natural Language Processing, Face Detection, A/B testing, etc.
Not only this, but there are also projects at the end of each milestone to help revise the concepts learned previously, to apply them in real-life scenarios. Doing this will not only help to memorize the concepts but help to fix production/development type problems and help you assist in the future. These projects will also allow delving into a different genre where machine learning is used in today’s world.
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MODULE 1: ML Essentials Training
Courses No. of Hours Certificates Details Overview of Machine Learning Certification 1m ✔ Artificial Intelligence with Python - Beginner Level 2h 51m ✔ Artificial Intelligence with Python - Intermediate Level 4h 34m ✔ ChatGPT Complete MasterClass - 2024 4h 57m ✔ AI Machine Learning in Python 8h 37m ✔ Microsoft Excel - Beginners 6h 44m ✔ Supervised Machine Learning with R 2024 - Linear Regression 3h 05m ✔ Machine Learning with Python 2024 5h 17m ✔ Test - Machine Learning with Python Minor Test 1 Test - Machine Learning with Python Minor Test 2 Test - Excel Mock Exam Test - Machine Learning Assessment -
MODULE 2: Machine Learning with Python
Courses No. of Hours Certificates Details Machine Learning using Python 3h 26m ✔ Machine Learning with Python Case Study - Covid19 Mask Detector 2h 05m ✔ Deep Learning: Automatic Image Captioning for Social Media with Tensorflow 2h 23m ✔ Develop a Movie Recommendation Engine 51m ✔ Machine Learning Python Case Study - Diabetes Prediction 1h 02m ✔ Predictive Analytics and Modeling with Python 8h 26m ✔ Test - Machine Learning with Python Major Test Test - ML Assessment Exam Test - Mock Exam Machine Learning -
MODULE 3: Machine Learning with R
Courses No. of Hours Certificates Details Machine Learning with R 20h 25m ✔ Time Series Analysis and Forecasting using R 4h 34m ✔ Project - Fraud Analytics using R 2h 34m ✔ Project - Marketing Analytics using R and Microsoft Excel 2h 9m ✔ Case Study - Customer Analytics using Tableau and R 2h 7m ✔ Case Study - Pricing Analytics using Tableau and R 2h 39m ✔ Cluster Analysis and Unsupervised Machine Learning - K-Means Clustering using R 43m ✔ Machine Learning Project using Caret in R 1h 58m ✔ Test - Complete Machine Learning Exam Test - Machine Learning Ultimate Exam Test - R Programming Basic Test Test - Test Series R Programming Test - 2023 R Programming Exam Test - R Programming Complete Exam -
MODULE 4: Machine Learning with MS Excel
Courses No. of Hours Certificates Details Statistical Tools in Microsoft Excel 1h 11m ✔ Microsoft Excel - Advanced 9h 21m ✔ Microsoft Excel Charts and SmartArt Graphics 6h 4m ✔ Power Excel Training 5h 15m ✔ MS Excel Shortcuts 8h 22m ✔ Mastering Microsoft Excel Date and Time 2h 47m ✔ Date and Time Functions Microsoft Excel Training 2h 37m ✔ Shortcuts in Microsoft Excel 24m ✔ Graphs & Charts in Microsoft Excel 2013 2h 6m ✔ Financial Functions In MS Excel 2h 36m ✔ Microsoft Excel Solver Tutorial 48m ✔ Microsoft Excel for Financial Analysis 49m ✔ Microsoft Excel for Data Analyst 2h 35m ✔ Business Intelligence using Microsoft Excel 5h 06m ✔ MS Excel Simulations Training 2h 15m ✔ Microsoft Power BI - Business Intelligence for Beginners to Advance 10h 34m ✔ Power BI: Software for Data Visualization 3h 3m ✔ Test - Excel Mock Exam Test - Excel Assessment Exam Test - Complete Excel Exam Test - Ultimate Excel Test -
MODULE 5: Machine Learning from Projects & Practicals
Courses No. of Hours Certificates Details Project on ML - Shipping and Time Estimation 2h 29m ✔ Project on ML - Supply Chain Demand Trends Analysis 1h 09m ✔ Predicting Prices using Regression Techniques 2h 18m ✔ Project on ML - Fraud Detection in Credit Payments 1h 51m ✔ Project on ML - Banking and Credit Frauds 44m ✔ Project on ML - Churn Prediction Model using R Studio 1h 22m ✔ Random Forest Algorithm using Python 1h 27m ✔ Predictive Analytics and Modeling with Python 8h 26m ✔ Projects and Case Studies on Machine Learning with Python 4h 57m ✔ Machine Learning Python Case Study - Diabetes Prediction 1h 02m ✔ Project - Exploratory Data Analysis EDA using ggplot2, R and Linear Regression 2h 07m ✔ Project on R - HR Attrition and Analytics 2h 4m ✔ Predicting Credit Default using Logistic Regression in Python 3h 3m ✔ House Price Prediction using Linear Regression in Python 3h 2m ✔ Poisson Regression with SAS Stat 2h 21m ✔ Test - Complete Machine Learning Exam Test - Machine Learning Ultimate Exam -
MODULE 6: Machine Learning Hands-On
Courses No. of Hours Certificates Details Machine Learning ZERO to HERO - Hands-on with Tensorflow 13h 03m ✔ Deep Learning ZERO to HERO - Hands-on with Python 11h 19m ✔ Machine Learning with MATLAB 2h 15m ✔ Projects and Case Studies on Machine Learning with Python 4h 57m ✔ Bayesian Statistics & Supervised Machine Learning: A/B Testing 57m ✔ Octave Machine Learning Training - Beginners to Beyond 3h 35m ✔ Artificial Intelligence and Machine Learning Training Course 12h 13m ✔ Test - Machine Learning Assessment Test - ML Assessment Exam Test - Mock Exam Machine Learning -
MODULE 7: Mock Tests & Quizzes
Courses No. of Hours Certificates Details Test - 2023 Excel Exam Test - Assessment Exam 2022 Test - 2022 Excel Mock Exam Test - Excel 2023 Assessment Exam Test - Complete Excel Test 2023 Test - 2023 - Excel Mock Exam Test - Test Series R Programming Test - 2023 R Programming Exam Test - R Programming Complete Exam Test - R Programming Practice Test
Machine Learning Training – Certificate of Completion
What is Machine Learning?
Machine learning is an amalgamation of techniques and codes which enables the computer to learn by itself without explicitly coding on what is the process of learning. It is very similar to a baby learning about new subjects/languages. Quite evident to name it brings the computer closer to humans in the “Ability to learn” scenario. In machine learning, data is fed into the computer, and using data as a fuel it learns on itself about various items like recommendation system, prediction of a product, etc. In today’s world, we see the recommendation of products in e-commerce sites based on one’s search result. Streaming entertainment recommends movies based on past viewing.
This learning can majorly be either supervised, similar to the teacher teaching a student on what is correct or what is not, or unsupervised, similar to allowing a kid to understand what is correct or not by exposing him/her to different scenarios. There are other learning types like reinforcement learning in which computers can determine ideal behavior in a specific context, similar to a kid learning by understanding how the environment reacts to the decision taken by the child.
Industry Growth Trend
The machine learning market is expected to grow from USD 1.03 Billion in 2016 to USD 8.81 Billion by 2022, at a Compound Annual Growth Rate (CAGR) of 44.1% during the forecast period.[Source - MarketsandMarkets]
Average Salary
[Source - Indeed]
Which skills will you learn in this Course?
This Machine Learning Training in India will take you through an in-depth ride on all the components essentially required to understand machine learning. In the start, you would go through python in-depth and related frameworks and libraries in python. After getting hands-on confidence in python, we would move to the R programming language, which in the term is known as a must-have skill for a Data Scientist. In addition to the above extensive practice in R and Python, we would give a taste of other technologies like Octave, Siebel, and SAS. With the above flavors, it will not be surprising to see yourself as the next budding Machine Learning Engineer.
Pre-requisites
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- During the flow of the course, as the design is, few courses require that earlier courses are completed to move ahead. But overall there is no prerequisite for this Machine Learning Training in India. The entire course is self-sufficient to start building your career in machine learning from scratch. Though understanding of
- and basic concepts on linear algebra, calculus, probability, and statistics will facilitate smooth and quick learning, these are not mandatory. During the course, we would have ample practice sessions to build on this. Also, a basic understanding of technologies like Octave, SAS, etc. is recommended.
Target Audience
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- For any of our courses, the main target audience is the one who has inquisitiveness to learn more. This course is for those people who want to advance their careers in the field of Data Science and especially in a quest to make computers more powerful so that it can learn on its own. This Machine Learning Training in India provides a boost to career irrespective of what position they are in. May it be college-going students who aspire to be the next data scientists. Or it is experienced professionals who want to either start projects in Data science as managers/leaders or for someone who wants to leap into
- . Not only that, but it also provides a good revision exercise for current Data Scientists.
Machine Learning Training in India – FAQ’s
Why should you take up the Machine Learning course in India?
In recent times the business is changing its colors pretty quickly and to comprehend the idea of how to deal with customers it becomes imperative to understand the data. Not only customers, one needs to be vigilant about the competition, and with a great number of choices comes great dependency to follow the “best”. In all these scenarios Data Science using machine learning will have an answer. India is trusted to be pioneers in ability markets and that is the reason Data scientists in India are sought after in many genres of industries. Data Science is termed as the “Sexiest Job of 21st Century” by Harvard and Machine Learning is the core of it.
What is the Machine Learning market trend in India?
The growth of machine learning has tremendously multiplied itself and is growing vigorously. A data scientist needs to keep the balance between all parts of the business and that is the sole reason for the high salary trend. As the company produces more amount of data, the need for data scientists will increase as in the current environment unwieldy bunch of information is not ignored by the organization and require machine learning expertise to unfurl the unseen mystery in the data. Now with data science, organizations move more towards a calculative step in strategy than gut-following. And India being a start-up hub has a lot of potential for machine learning enthusiasts.
Does this Machine Learning Training in India all the relevant material for becoming a data scientist?
Our courses contain end-to-end resources required to understand the machine learning part of becoming a Data Scientist. Please check our other courses which enable one to become a Data Scientist equipped to handle real-life scenarios.
Sample Preview
Career Benefits
- While doing this Machine Learning Training in India it will give immense confidence to build your model to predict/classify/perform data analysis. With carefully articulated content, this course will give a boost to one’s professional growth. Along with legacy algorithms, this course has deep dive into newer technologies under the umbrella of Machine Learning. Post this Machine Learning Training in India one can become a machine learning engineer or maybe club with some of our other courses to become a full-fledged Data Scientist in their current organization, start a new project to incorporate data-driven decisions in the organization and give confidence to single-handedly debug and solve production-level issues.
Reviews
Great!
Nice introductory course if you want to get a basic understanding of what Machine Learning is. You don’t need ridiculous technical chops to gain something from this course, it’s put together in a way that anyone can value from and truly understand it. I’d recommend it to anyone who just wants to dip their toes in the Machine Learning waters.
Linked
Ammar Khan
Awesome Course!
Thanks team for this awesome set of videos on Artificial Intelligence and Machine Learning. Found it useful, specifically from the placement point of view. Now I have a good overview of the subject. I believe it would be beneficial for all students who are interested to know more about AI&ML.
Linked
Rakesh Mohan Mohapatra
Introduction to Machine Learning
It is an introductory course that helps in getting a basic understanding of what Machine Learning is. The course is designed in such a way that it doesn’t need any prior technical knowledge to understand it. With the evolution of technology we see today, it is highly recommended to have at least a basic knowledge of what is shared in this course.
Linked
Meenal Kohat
Machine Learning with R
This was a really interesting course. I had prior knowledge regarding data analytics, including descriptive, prescriptive, and predictive modeling using various tools, but this course was different. This taught me a lot of things that I did not know as a person who was good at statistics and probability. Overall the course was Good.
Linked
Keerthi Vasan
Introduction to Machine Learning
Great course, concepts are very well explained and so very easy to grasp and understand the general concepts or ideas revolving around machine learning algorithms. I think you can easily apply some of these skills directly to various problems, even in your research, and can be a great addition to your skills.
Ajay Ashok
