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This Machine Learning Course in Irving is curated by Intellipaat’s SMEs, who possess over 12 years of industry experience. The program lets you master ML algorithms, supervised and unsupervised learning, Python programming, regression, artificial neural networks, etc. and work on projects. Get the best Machine Learning Training in Irving from top Machine Learning experts with all an aim to make you a certified Machine Learning expert.
Intellipaat provides a good blend of theoretical and practical applications of Machine Learning concepts such as statistics, natural language processing, k-means clustering, Naive Bayes, and time series analysis, all in line with the current industry standards.
There are no defined skills to enroll in our course. Despite your prior knowledge and experience, you can join the Machine learning course in Irving and obtain certification in Machine Learning.
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Mahesh Chowdary
Data Scientist | Hyderabad
The expert trainers here helped me acquire all the skills that I required to transfer my career from an Aircraft Maintenance Engineer (AME) to a certified Data Scientist. They taught all the necessary concepts and technologies, in...Read More
Aircraft Maintenance Engineer
Data Scientist
Jeanette Masso
Big Data Developer | Dallas
This is a great training program. The mentors and course instructors were interactive throughout the program. This course has helped me upskill myself in the numerous tools and technologies that work with Big Data. The experts hel...Read More
Computer Technical Specialist
Big Data Developer
Prosenjeet Saha
Data Scientist | Bengaluru
My experience in learning from Intellipaat was amazing. The mentors were helpful throughout the course and helped me understand the concepts better by clearing all my doubts. Besides, the comprehensive course material was useful w...Read More
Manager Analytics & Data Science
Data Scientist
Nishchay Agrawal
Data Engineer | Pune
This e-learning institute has been extremely helpful for my career. The training program and interactive live lectures made it easy to master the concepts as per the industry demands. The curriculum was comprehensive and the train...Read More
Fresher
Data Engineer
Sahas Barangale
Program Manager | Pune
Intellipaat served as a great platform for me to learn the latest upgrades and skills in the technology as per industry requirements. I was working as a Microsoft Dynamics Consultant but after taking the training from Intellipaat,...Read More
Microsoft Dynamics Consultant
Program Manager
Bhawna Kaliraman
Data Science Intern | Gurugram
This training helped me master the skills that are required to begin a career in the field of Data Science. The course curriculum allowed me to learn both basic and advanced level concepts in the field which helped me make a smoot...Read More
Lecturer
Data Science Intern
57% Average Salary Hike
$1,14,000 Highest Salary
12000+ Career Transitions
300+ Hiring Partners
Self Paced Training
$211
Online Classroom Preferred
Corporate Training
Module 01 - Introduction to Machine Learning
Preview1.1 Need of Machine Learning
1.2 Introduction to Machine Learning
1.3 Types of Machine Learning, such as supervised, unsupervised, and reinforcement learning, Machine Learning with Python, and the applications of Machine Learning
Module 02 - Supervised Learning and Linear Regression
Preview2.1 Introduction to supervised learning and the types of supervised learning, such as regression and classification
2.2 Introduction to regression
2.3 Simple linear regression
2.4 Multiple linear regression and assumptions in linear regression
2.5 Math behind linear regression
Hands-on Exercise:
1. Implementing linear regression from scratch with Python
2. Using Python library Scikit-Learn to perform simple linear regression and multiple linear regression
3. Implementing train–test split and predicting the values on the test set
Module 03 - Classification and Logistic Regression
Preview3.1 Introduction to classification
3.2 Linear regression vs logistic regression
3.3 Math behind logistic regression, detailed formulas, the logit function and odds, confusion matrix and accuracy, true positive rate, false positive rate, and threshold evaluation with ROCR
Hands-on Exercise:
1. Implementing logistic regression from scratch with Python
2. Using Python library Scikit-Learn to perform simple logistic regression and multiple logistic regression
3. Building a confusion matrix to find out accuracy, true positive rate, and false positive rate
Module 04 - Decision Tree and Random Forest
Preview4.1 Introduction to tree-based classification
4.2 Understanding a decision tree, impurity function, entropy, and understanding the concept of information gain for the right split of node
4.3 Understanding the concepts of information gain, impurity function, Gini index, overfitting, pruning, pre-pruning, post-pruning, and cost-complexity pruning
4.4 Introduction to ensemble techniques, bagging, and random forests and finding out the right number of trees required in a random forest
Hands-on Exercise:
1. Implementing a decision tree from scratch in Python
2. Using Python library Scikit-Learn to build a decision tree and a random forest
3. Visualizing the tree and changing the hyper-parameters in the random forest
Module 05 - Naïve Bayes and Support Vector Machine (self-paced)
Preview5.1 Introduction to probabilistic classifiers
5.2 Understanding Naïve Bayes and math behind the Bayes theorem
5.3 Understanding a support vector machine (SVM)
5.4 Kernel functions in SVM and math behind SVM
Hands-on Exercise:
1. Using Python library Scikit-Learn to build a Naïve Bayes classifier and a support vector classifier
Module 06 - Unsupervised Learning
Preview6.1 Types of unsupervised learning, such as clustering and dimensionality reduction, and the types of clustering
6.2 Introduction to k-means clustering
6.3 Math behind k-means
6.4 Dimensionality reduction with PCA
Hands-on Exercise:
1. Using Python library Scikit-Learn to implement k-means clustering
2. Implementing PCA (principal component analysis) on top of a dataset
Module 07 - Natural Language Processing and Text Mining (self-paced)
Preview7.1 Introduction to Natural Language Processing (NLP)
7.2 Introduction to text mining
7.3 Importance and applications of text mining
7.4 How NPL works with text mining
7.5 Writing and reading to word files
7.6 Language Toolkit (NLTK) environment
7.7 Text mining: Its cleaning, pre-processing, and text classification
Hands-on Exercise:
1. Learning Natural Language Toolkit and NLTK Corpora
2. Reading and writing .txt files from/to a local drive
3. Reading and writing .docx files from/to a local drive
Module 08 - Introduction to Deep Learning
Preview8.1 Introduction to Deep Learning with neural networks
8.2 Biological neural networks vs artificial neural networks
8.3 Understanding perception learning algorithm, introduction to Deep Learning frameworks, and TensorFlow constants, variables, and place-holders
Module 09 - Time Series Analysis (self-paced)
Preview9.1 What is time series? Its techniques and applications
9.2 Time series components
9.3 Moving average, smoothing techniques, and exponential smoothing
9.4 Univariate time series models
9.5 Multivariate time series analysis
9.6 ARIMA model and time series in Python
9.7 Sentiment analysis in Python (Twitter sentiment analysis) and text analysis
Hands-on Exercise:
1. Analyzing time series data
2. The sequence of measurements that follow a non-random order to recognize the nature of the phenomenon
3. Forecasting the future values in the series
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Via Intellipaat PeerChat, you can interact with your peers across all classes and batches and even our alumni. Collaborate on projects, share job referrals & interview experiences, compete with the best, make new friends – the possibilities are endless and our community has something for everyone!
As part of this ML program, you will be engaged in various projects and assignments, which include real-world industry scenarios. This way, you can expedite your career effortlessly.
Intellipaat’s certificate will be issued once you successfully work on the project (after expert review) and score at least 60 percent in the quiz.
You would be glad to know that Intellipaat’s certification training is recognized by more than 500 top MNCs, including Cisco, Ericsson, Cognizant, Sony, Mu Sigma, Saint-Gobain, Standard Chartered Bank, IBM, Infosys, Genpact, TCS, Hexaware, and more.
They provided one of the best Machine Learning course online in the market. I really liked the way Intellipaat had approached such a complex topic as ML and made it so easy to understand. 5 stars to I...Read More
Kavita Mehra
This ML online program was up-to-date, and the instructor taught all the concepts in great detail. It was a very informative course with all the topics taught step by step. It helped me a lot in becom...Read More
I have learned a few technologies online from other online providers, but I was never quite satisfied. I recently took up this Python Machine Learning course for beginners, and I am still going throug...Read More
Excellent Machine Learning course! I found Intellipaat's team to be talented in their respective domains. This online ML program was very good as it helped me in upgrading my skills, which proved to b...Read More
I had recently completed my Machine Learning course with Intellipaat. All the concepts were clearly explained by the trainer. I was able to understand and grasp the concepts easily. Also, I could clea...Read More
Samar Jain
The program was amazing, and the trainer did a great job of explaining key concepts. He was extremely patient throughout the lectures and gave enough time and effort to explain each and every concept....Read More
This Machine Learning with Python course was very comprehensive, well-planned, extremely organized, and elaborate. Besides, the assignments and projects that had to be solved after the program really ...Read More
An excellent Machine Learning certification course with extremely interactive sessions. It was very well delivered and structured. Even the complex concepts were taught with extreme ease, along with p...Read More
Here, concepts were taught from the basics, which was really helpful for me as I am not from a computer science background. Moreover, the material was easily available and accessible even after I comp...Read More
Overall, the most delightful aspect of this Machine Learning online training was placement assistance. The team really did a great job in preparing me for a job interview by conducting a number of dum...Read More
I am an ML Engineer in a well-reputed organization. I started working here recently, and I got this job opportunity only because of this best training from Intellipaat. After completion, Intellipaat o...Read More
Nandini Shankar
I always had a keen interest in AI and ML. Intellipaat’s classes were of high quality, and the trainers were the best in knowledge. I feel that enrolling at Intellipaat is the best decision I made for upskilling myself.
An overwhelming Machine Learning online course with concepts taught in great detail. The 24-hour support provided was really helpful when I had to clear my doubts. Moreover, the resource material prov...Read More
I had completed this course a while back, and the job assistance they provided me was extremely supportive. The team offered mind-blowing support for upgrading my resume with the new skills that I had...Read More
Best Machine Learning training program! My decision to learn from Intellipaat was the best to upgrade my career. This course gave a thorough understanding of the subject. I recently completed the cour...Read More
Intellipaat provides comprehensive Machine Learning Training in Irving through hands-on projects and case studies. A few of the many reasons for choosing Intellipaat ML training course includes the following:
We provide lifetime access to videos, resources and their free upgrades to the latest version, and 24/7 learning support.
Intellipaat is the leading course provider in Irving. Our E-learning Institute provides top courses in Artificial Intelligence, Data Science, R programming language, Data Analytics, and others to help you gain full control of your ML career path.
Machine Learning is basically the process to collect real-world data, extract useful information from it, and then take actions to perform certain tasks without manual programming. It helps systems improve over time on their own by exploring various types of real-world data. It also allows organizations to improve their business strategies by knowing the insights that are extracted from the given business data.
No doubt, Machine Learning is in high demand, and at the same time, employers need professionals who have the right skills for building applications for the future.
Here, at Intellipaat, we create our program by taking into consideration our learners come from varied backgrounds. So, we curate it from the basic level and gradually increase the difficulty level for you to easily grasp all the concepts taught as part of the program. Further, we make sure that, by the end of the program, your skills would be equivalent to 6-month experience in this technology.
Intellipaat’s Machine Learning certification course is curated by industry experts who cover both basic and advanced concepts of this trending technology. Further, this program covers all the topics with the help of several real-life examples, which are extremely useful, especially for beginners.
Here, you will learn mathematics, statistics, etc. and then go on gaining in-depth knowledge of ML. So, if you are a beginner in this field and are aiming to pursue a career in it, then this is the best platform for you.
You can access all the lectures and assignments the moment you enroll in this program. Also, Intellipaat provides lifelong access to the complete material for you to refer to it as and when required.
We select instructors who are top SMEs in the industry with a minimum of 8 to12 years of experience in the field of Machine Learning. They are all extremely qualified trainers in the field of Machine Learning and Artificial Intelligence. They are selected after going through a rigorous process, where they are tested for their domain knowledge and training ability.
Intellipaat’s teaching assistant team consists of technical experts who help learners in various aspects, including doubt clearance, assignment sessions, and project evaluation.
As part of career services, we conduct mock interviews and help in developing your resume and a LinkedIn profile. Besides, we have a dedicated job portal where you can interact with recruiters and apply to job openings. Our job portal has more than 500 recruiters on-board, including some of the top companies such as Amazon, Flipkart, etc.
Yes, Intellipaat offers several group discounts for our classroom program, depending on the group size and type. To avail the group discount for our Machine Learning advance course, you need to contact our course advisors, who will help you with all your doubts regarding the discount offers we provide.
If you end up missing a class, then you can contact our support team. Our team will further assist you in scheduling another class for the same topic so that you can catch up with the rest.
Also, all the sessions are recorded and shared with all participants in the LMS (Learning Management system). You can also refer to these recorded sessions for the missed class.
Intellipaat offers the facility of integrated labs that act as a platform for you to execute our industry-based projects. You will be guided through the steps so that you can easily deploy all the necessary tools and further execute the hands-on exercises successfully.
Intellipaat’s Machine Learning program provides material that comprises all the modules that are necessary to learn this popular technology. These pre-recorded video lectures and material are extremely effective as they allow you to complete the whole program at your own pace and take your time to learn the concepts thoroughly.
After completing this certification training, you will be awarded the certificate from us, which is valid for a lifetime.
Intellipaat’s certificate is recognized by over 500 top MNCs across the world, including companies such as Sony, Mu Sigma, Cisco, IBM, Standard Chartered Bank, TCS, Infosys, Ericsson, Genpact, Cognizant, etc.
At Intellipaat, you can enroll in either the instructor-led online training or self-paced training. Apart from this, Intellipaat also offers corporate training for organizations to upskill their workforce. All trainers at Intellipaat have 12+ years of relevant industry experience, and they have been actively working as consultants in the same domain, which has made them subject matter experts. Go through the sample videos to check the quality of our trainers.
Intellipaat is offering the 24/7 query resolution, and you can raise a ticket with the dedicated support team at anytime. You can avail of the email support for all your queries. If your query does not get resolved through email, we can also arrange one-on-one sessions with our trainers.
You would be glad to know that you can contact Intellipaat support even after the completion of the training. We also do not put a limit on the number of tickets you can raise for query resolution and doubt clearance.
Intellipaat is offering you the most updated, relevant, and high-value real-world projects as part of the training program. This way, you can implement the learning that you have acquired in real-world industry setup. All training comes with multiple projects that thoroughly test your skills, learning, and practical knowledge, making you completely industry-ready.
You will work on highly exciting projects in the domains of high technology, ecommerce, marketing, sales, networking, banking, insurance, etc. After completing the projects successfully, your skills will be equal to 6 months of rigorous industry experience.
Intellipaat actively provides placement assistance to all learners who have successfully completed the training. For this, we are exclusively tied-up with over 80 top MNCs from around the world. This way, you can be placed in outstanding organizations such as Sony, Ericsson, TCS, Mu Sigma, Standard Chartered, Cognizant, and Cisco, among other equally great enterprises. We also help you with the job interview and résumé preparation as well.
You can definitely make the switch from self-paced training to online instructor-led training by simply paying the extra amount. You can join the very next batch, which will be duly notified to you.
Once you complete Intellipaat’s training program, working on real-world projects, quizzes, and assignments and scoring at least 60 percent marks in the qualifying exam, you will be awarded Intellipaat’s course completion certificate. This certificate is very well recognized in Intellipaat-affiliated organizations, including over 80 top MNCs from around the world and some of the Fortune 500companies.
Apparently, no. Our job assistance program is aimed at helping you land in your dream job. It offers a potential opportunity for you to explore various competitive openings in the corporate world and find a well-paid job, matching your profile. The final decision on hiring will always be based on your performance in the interview and the requirements of the recruiter.
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