HKR Trainings provides the best and industry oriented machine learning training to gain skills in order to build your professional career . Our course curriculum covers all the concepts to gain real-time proficiency in core essentials of machine learning, machine learning fundamentals, learn about the supervised and unsupervised..... learning, algorithms, support vector machines, etc.Moreover with comprehensive training helps to gain expertise in this comprehensive field so as to accomplish your daily tasks for ease. Our expert trainers deliver the lecturers in a more practical way so as to gain realistic experience. Get the industry-oriented machine learning training course from the certified mentors by joining HKR. Read more
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Machine learning ( ML) is a study of computer algorithms that automatically develop over experience. It's used as a branch of artificial intelligence. Machine learning models construct a mathematical model based on sample data, known as "training data," to make decisions and predictions without it being explicitly programmed to do so. Machine learning methods are used in a broad array of applications, such as phishing emails and image processing, where it is difficult or impossible to create traditional algorithms to perform the necessary tasks.
HKR delivers the best industry-oriented machine learning training course that is in line to clear the certification exams. Our course covers all the key concepts such as key fundamentals of machine learning, machine learning concepts, python, data science, iterative operations and functions, visualization, data handling, linear models, text mining, unsupervised algorithms, support vector machines and kNN in python, etc. During the training period, you can get full support and real-time project assistance from experienced professionals. Enroll today at HKR for accepting the new challenges to make the best out of our machine learning online training.
The Machine Learning course curriculum is structured to streamline the learning process by a team of experts. You can find the complete course details in below-mentioned modules
1.1 Need of Machine Learning
1.2 Introduction to Machine Learning
1.3 Types of Machine Learning
1.4 Machine Learning with Python
1.5 The applications of Machine Learning
2.1 Introduction to Data Exploration
2.2 Data Exploration Techniques
2.4 Data Wrangling
2.5 Missing values in a dataset
2.6 Outlier values in a dataset
2.7 Data Manipulation
2.8 Different types of Joins
3.1 Understanding the Algorithm
3.2 Supervised Learning Flow
3.3 Types of Supervised Learning
3.4 Types of Classification Algorithms
3.5 Types of Regression Algorithms
3.6 Accuracy Metrics
3.7 Cost Function
3.8 Evaluating Coefficients
3.9 Challenges in Prediction
4.2 Factor Analysis Process
4.3 Principal Component Analysis (PCA)
4.4 First Principal component
4.5 Eigen values and PCA
4.6 Feature Reduction
4.7 Linear Discriminant Analysis
4.8 Maximum Seperate Line
5.1 Introduction to regression
5.2 Simple linear regression
5.3 Multiple linear regression and assumptions in linear regression
5.4 Math behind linear regression
6.1 Introduction to classification
6.2 Linear regression vs logistic regression
6.3 Math behind logistic regression
7.1 Introduction to tree-based classification
7.2 Understanding a decision tree
7.3 Understanding the concepts of information gain
7.4 Introduction to ensemble techniques
8.1 Introduction to probabilistic classifiers
8.2 Understanding Naïve Bayes and math behind the Bayes theorem
8.3 Understanding a support vector machine (SVM)
8.4 Kernel functions in SVM and math behind SVM
9.1 Types of unsupervised learning
9.2 Introduction to k-means clustering
9.3 Math behind k-means
9.4 Dimensionality reduction with PCA
10.1 Introduction to Natural Language Processing (NLP)
10.2 Introduction to text mining
10.3 Importance and applications of text mining
10.4 How NLP works with text mining
10.5 Writing and reading to word files
10.6 Language Toolkit (NLTK) environment
10.7 Text mining: Its cleaning, pre-processing, and text classification
11.1 Introduction to Deep Learning with neural networks
11.2 Biological neural networks vs artificial neural networks
11.3 Understanding perception learning algorithm
11.4 Introduction to Deep Learning frameworks
11.5 TensorFlow constants, variables, and place-holders
12.1 What is a time series? Its techniques and applications
12.2 Time series components
12.3 Moving average, smoothing techniques, and exponential smoothing
12.4 Univariate time series models
12.5 Multivariate time series analysis
12.6 ARIMA model and time series in Python
12.7 Sentiment analysis in Python (Twitter sentiment analysis) and text analysis
13.1 Overview of Ensemble Learning
13.2 Working of AdaBoost
13.3 AdaBoost Algorithm and Flowchart
13.4 Gradient Boosting
13.6 Model Selection
13.7 Common Splitting Strategies
13.8 Cross Validation
30 Hrs Instructor-Led Training
Learn on your own timeline
Master Your Craft
Real-world & Project Based Learning
Lifetime LMS & Faculty Access
24/7 online expert support
Access to an online community forum
Customised course creation
This Technology Offers Excellent Career Opportunities Worldwide.
Salaries Offered for Certified Professionals is Very High and More Number of People Started Learning this Course.
It has a Great Learning Scope
Streamlined Work Process Helps You Execute all Complex Tasks Easily.
Fast track your career growth with Machine Learning Training Certification course.
The Machine Learning training course benefits the following list of professionals.
Aspirants should have minimum knowledge of math and statistics essentials for data science.
To start with the Machine Learning training course, you need to check with the best institute that delivers knowledge. Before proceeding to join any training, take suggestions from the experts who had already learned the course. We at HKR, with a team of industry experts, are ready to fulfill your dream career to achieve a job in desired companies.
Once you complete the entire course along with real-time projects and assignments, HKR delivers the course completion certification. This certification helps to get a job in any company very quickly.
Our trainers are highly qualified and certified with many years of industry experience with a technical background in Machine Learning.
Certification differentiates you from the non-certified peers, and you can demand the best salary in the leading companies.
We, at HKR, provide complete guidance to reach your dream job. But your job will be based on your performance in the interview panel and the recruiter requirements.
We follow four Machine Learning Training formats for the flexibility of our students.
Certifications play a vital role in showcasing your tech skills and also help to achieve your dream career. Moreover, it shows your talent to connect with real-time projects. Many companies are preferring candidates with certifications as their main priority and also provide substantial salary packages.
This certification validates the aspirant’s ability to design, implement, deploy, and maintain machine learning (ML) solutions for given business problems. The exam incorporates the topics of Data Engineering, Exploring Data Analysis, Modeling, Machine learning implementation and Operations.
We at HKR, help the candidates to achieve certifications through our industry-oriented training. Once, you're done with complete training along with real-time projects then we provide the course completion certificate. It illustrates that you are proficient in the technology to handle various real-time projects. HKR certification is well recognized across all top MNCs and helps you get into a job quickly.
Every course we offer includes real-time projects which provide you with real-time experience. The practical knowledge improves your domain expertise and helps you in clearing the certifications with ease.
Uber wants to improve the accuracy of its fare prediction model. Help Uber by choosing the best data and AI technologies in building its next-generation model.
Mercedes-Benz wants to shorten the time models spend on its test-bench, thus reducing a car’s time to market. Build and optimize a Machine Learning algorithm to solve this problem.
The Inter-American Development bank wants to qualify people for an aid program. Help the bank to build and improve the accuracy of the data set using a random forest classifier.
Use the data of Amazon employees and their access permissions to build a model that automatically decides access privileges as employees enter and leave roles within Amazon.
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Each and every class is recorded so if you missed any class you can review the recordings and clarify any doubts with the trainer in next class.
Yes, we don’t assure 100% placement assistance. We are tied up with some corporate companies so when they have a requirement we send your profiles to them.
Yes, we provide demo before starting any training in which you can clear all your doubts before starting training.
Our trainers are real-time experts who are presently working on a particular platform on which they are providing training.
You can call our customer care 24/7
Max of the students gets satisfied with our training if you are not then we provide specialised training in return.