Machine Learning Course in Kothrud, Pune
- Get Trained by Trainers from ISB, IIT & IIM
- 24 Hours of Intensive Classroom & Online Sessions
- 60+ Hours of Practical Assignments
- 2 Capstone Live Projects
- Receive Certificate from Technology Leader - IBM
- Job Placement Assistance
Academic Partners & International Accreditations
"As one of the hottest aspects of computer science, the Machine Learning market is projected to grow from $7.3 billion in 2020 to $30.8 billion in 2024."- (Source). Look around and you will see we are amidst the perfect storm for the growth in the field of Machine Learning, a subset of Artificial Intelligence. Machine learning & Artificial Intelligence are going to change the way we interact with everything in our environment. Both technologies when coupled together aid in processing operations with the utmost accuracy. Industries around the world, have realized the prospects of Machine Learning and are adopting it as a core technology. With new advancements in this field, Machine Learning is extensively implemented to make predictions and get valuable insight into business decisions and operations. So, grab hold of your business class ticket and soar into the most exciting careers in data analysis with the Machine Learning Course in Kothrud.
- Computer Skills
- Basic Mathematical Knowledge
- Basic Data Science Concepts
Overview of Machine Learning Course in Kothrud
This Machine Learning course in Kothrud is structured to impart machine learning skills using the two most popular programming languages Python and R. This course enables the student to perform Data Wrangling, Data Cleansing and Data Mining (Supervised and Unsupervised) on structured as well as unstructured data. Python and R can be used as statistical software to develop regression analysis algorithms and other statistical computations in machine learning. Apprehend different machine learning algorithms like Black Box techniques, Neural Networks, and Support Vector Machines. The students will be able to build prediction models with Amazon Machine Learning Services in the best machine learning course in Kothrud. Present reports to management with Data Visualization software, Tableau.
This course in Kothrud covers all the basic as well as advanced concepts of ML with hands-on experience with live projects that will allow you to work and gain experience on the real-time practical concepts. This training will help you skyrocket in your Artificial Intelligence career with the twin engines of Python and R programming. Join our Machine Learning using Python and R program and learn to script winning Machine Learning algorithms in Python and R. Use Python and R to enable regression analysis and to build predictive models. Orient yourself with Black Box techniques like Neural Networks and SVM in the best machine learning course in Kothrud.
What is Machine Learning?
Every time we create new technology, we create a bigger buzz. Two major technologies sweeping the market are Artificial intelligence (AI) and Machine learning (ML). Machine Learning is a subset of Artificial Intelligence that focuses on designing systems that enable a machine to perform tasks without explicit coding. All the Artificial Intelligence advancements we hear about and the applications we see are all a result of Machine Learning Algorithms. Machine-learning Algorithms use a huge amount of data and statistics to find patterns and inferences it collects from the statistical models and complex algorithms.
Learning Outcomes of Machine Learning Training in Kothrud
Machine Learning is a process that uses Artificial intelligence to facilitate learning by creating an experience for the machines. This process starts with feeding good data into the machine and then training the machines with the help of various machine learning models and different algorithms. It can handle any amount of data by setting up cloud solutions and data centers. This way it saves time and allows organizations to use the relevant data for better efficiency. Machine Learning is making quite an impact and has managed to grab the attention of many companies, because of its powerful computational processing abilities, continuously filtering the growing volumes of huge data sets, and offering affordable data storage options. In this course, the students will be exposed to the landscape of Machine Learning and its archetype of supervised and unsupervised learning. Students will explore the process of investigating data to solve predictive tasks, such as speech recognition, object recognition, automatic algorithm configuration, time series forecasting, machine translation, and much more. Students will also understand the popular machine learning approaches and the underlying mathematical relationships between the various algorithms. This course will also give students a chance to understand the fundamental issues and challenges of machine learning which include data, model selection, and model complexity. Further, explore how to-
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Who Should Sign Up?
- Candidates aspiring to be Data Scientist, Machine Learning Expert, Analytics Manager / Professional, Business Analyst, Data Analyst, etc.
- Employees of organizations which are planning to devise proactive strategies using Machine Learning approaches
- Managers with knowledge of basic programming and decision-makers who want to make data-driven decisions
Course Modules of Machine Learning Training in Kothrud
Each module encapsulates the essential tools to impart machine learning skills using the two most popular programming languages Python and R. You will learn how to establish a gateway between different databases with R and Python and also how to connect to external sources of data. One of the major modules of Data Science is Machine Learning. Learn about the various modules that make up Machine Learning using the two most popular tools R and Python. As a data scientist one will be engaged in a multitude of data mining techniques in both supervised and unsupervised learning. One of the major variants of the same is reinforcement learning that enables machines to learn through rewards. Get introduced to all the supervised techniques of prediction and classification; learn about the major unsupervised learning methods and the application of reinforcement learning in Data Mining.
Learn two of the most powerful programming languages used in Data Analytics. Both R and Python are the top two tools used by Data Analytics professionals world over. Start learning from the very basics, right from installation and work your way up through simple commands, writing small functions and programs.
Both R and Python can connect to a wide variety of data sources. Under this module, learn how to establish a gateway between different databases with R and Python. Also, learn how to connect to external sources of data.
One of the major modules of Data Science is Machine Learning. Learn about the various modules that make up Machine Learning using the two most popular tools R and Python. Get introduced to the broad overview of ML and the various quality metrics with the help of R and Python.
In the real world, oftentimes, the datasets cannot be used as such and some amount of preprocessing activity needs to be done. Imbalance in the output classes is one of the common problems where sometimes the proportion may be as lopsided as 95% to 5% or even higher. Learn about the various methods and algorithms to address this problem of imbalanced data sets.
One of the integral parts of learning Data Science and working on Analytics projects is the sound understanding of Statistical tools. In this module learn about the need to know statistical measures and their application in Data Science. Also, learn how to visualize the data in a concise form to derive various meaningful insights.
The essence of analytics is to be able to get the story from the data. And for the data to be able to truly be useful one needs to munge the raw data to make it legible. Using tools like R and Python, learn how to manipulate data from the raw form to make it ready for subsequent ML algorithms. The topic is all the more important in the current context given that a lot of data is moving to the unstructured format.
Both R and Python while being classified under the object-oriented programming languages category, still require some traditional approach to programming whereby the user-defined function needs to be spelled out and the use of conventional program snippets is of utmost importance. In this module, learn how to create simple to complex user-defined functions and hone your programming skills in the context of machine learning.
As a data scientist one will be engaged in a multitude of data mining techniques in both supervised and unsupervised learning. One of the major variants of the same is reinforcement learning that enables machines to learn through rewards. Under this module, get introduced to all the supervised techniques of prediction and classification; learn about the major unsupervised learning methods and the application of reinforcement learning in Data Mining.
Under supervised learning one of the most popular methods of predicting numeric data is linear regression and for classifying categorical data is logistic regression. These two methods will be covered in detail under this module. And the participant will be introduced to multiple examples using R and Python.
Under the classification modeling, decision trees method has a special place even though they are not truly classification modeling techniques but rule-based algorithms. The popularity of Decision trees is in its simplicity, high accuracy, and most important the ability to explain behind- the- scenes working of the algorithm. Under this module, the participant will be introduced to working with Decision trees using R and Python.
Machine Learning Course Trends in Kothrud
In today's world of Big Data where various technologies and digital platforms have only accelerated the generation of data, the question many are fighting to answer is how relevant is all this data. The emergence of Machine Learning has solved the puzzle of larger than life ‘Data’. Machine Learning has become the heart of several social media platforms and is everywhere in this digital era helping you filter your spam messages and unwanted emails, helping you organize and classify your photos, helping you go shopping based on your product preferences, booking a hotel, the list is endless. Machine Learning has become an essential part of making predictions, getting valuable insight into business operations and providing solutions to the problem of the information era.
According to the current trend it is estimated that between 80 percent to 90 percent of all basic customer-service requests will be handled by AI. Surpassing the movie, coffee, and LED lighting industry, Machine Learning is expected to become a $120,000,000 industry by 2025. This powerful technology has walked into our everyday lives and has empowered us in meaningful ways and has created more job opportunities that are set for rapid growth. A career as a Machine Learning engineer offers many career opportunities and it is reported that Artificial Intelligence and Machine Learning Fields are expected to create 2 million job opportunities by 2020. So, avail world-class training in Kothrud and step into the world of opportunities with the course on Machine Learning
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