When you learn at Mindmajix, you can always rely on team of experts to provide guidance and support, whenever you need it.
Instructor-Guided Lessons and Activities
Learn key objectives through expert-led lectures, discussions, and exercises.
Hands-on practice on Tools
Practice new skills and dive deeper into the day’s key topics
After Each Session
Q & A Session.
Wrap up the session with clarification on concepts and labs, if needed.
What is data science and why is it so important?
Applications of data science
Various data science tools
Data Science project methodology
Tool of choice-Python: what & why?
Installation of Python framework and packages: Anaconda & pip
Writing/Running python programs using Spyder Command Prompt
Working with Jupyter notebooks
Creating Python variables
Numeric , string and logical operations
Data containers : Lists , Dictionaries, Tuples & sets
Writing for loops in Python
While loops and conditional blocks
List/Dictionary comprehensions with loops
Writing your own functions in Python
Writing your own classes and functions
Need for data summary & visualization
Summarising numeric data in pandas
Summarising categorical data
Group wise summary of mixed data
Basics of visualisation with ggplot & Seaborn
Inferential visualisation with Seaborn
Visual summary of different data combinations
Introduction to NumPy arrays, functions & properties
Introduction to Pandas & data frames
Importing and exporting external data in Python
Feature engineering using Python
Regularisation of Generalised Linear Models
Ridge and Lasso Regression
Methods of threshold determination and performance measures for classification score models
Introduction to decision trees
Tuning tree size with cross validation
Introduction to bagging algorithm
Grid search and randomized grid search
ExtraTrees (Extremely Randomised Trees)
Partial dependence plots
Case Study & Assignment
Concept of weak learners
Introduction to boosting algorithms
Extreme Gradient Boosting (XGBoost)
Case Study & assignment
Converting business problems to data problems
Understanding supervised and unsupervised learning with examples
Understanding biases associated with any machine learning algorithm
Ways of reducing bias and increasing generalisation capabilites
Drivers of machine learning algorithms
Brief introduction to gradient descent
Importance of model validation
Methods of model validation
Cross validation & average error
Introduction to idea of observation based learning
Distances and similarities
k Nearest Neighbours (kNN) for classification
Brief mathematical background on SVM/li>
Regression with kNN & SVM
Need for dimensionality reduction
Principal Component Analysis (PCA)
Difference between PCAs and Latent Factors
Hierarchical, K-means & DBSCAN Clustering
Gathering text data using web scraping with urllib
Processing raw web data with BeautifulSoup
Interacting with Google search using urllib with custom user agent
Collecting twitter data with Twitter API
Naive Bayes Algorithm
Feature Engineering with text data
Need and Importance of Version Control
Setting up git and github accounts on local machine
Creating and uploading GitHub Repos
Push and pull requests with GitHub App
Merging and forking projects
Introduction to Bokeh charts and plotting
Examples of static and interactive data products
Have any queries regarding course curriculum, speak to our course advisorConnect with Advisor
Work on real time Machine Learning projects - The primary goal of this project work is to to gear up the skill set required and amplify individual competencies, experience, exposure which align with the current job market to addresses real world business challenges.
Upon successful completion of the program, you will be awarded a Certificate from Mindmajix for Machine Learning Training.
Successfully complete your course and let the community know about your achievement.
Get your certificate by Mindmajix and have it generated to print with your name.
Don’t just show off your achievement to the community, use it to advance in your career.
Have questions? We’ve got the answers. Get the details on how you can grow in this course.
One of the very important things which we let all our trainees know is machine learning in the present scenario is quite different than what it was a few years ago. Students are introduced to various strategies that enable computers to learn from the available data. We also make sure that individual attention is paid to every student. The frequentative positioning of this branch of Artificial Intelligence is significant due to the fact that different models are exposed to novel data and they must be able to adapt the same easily. Mindmajix gives strong emphasis on producing Machine Learning experts with top-notch skills.
Our trainers have relevant experience in implementing real-time solutions on different queries related to different topics. Mindmajix verifies their technical background and expertise.
We record each LIVE class session you undergo through and we will share the recordings of each session/class.
Trainer will provide the Environment/Server Access to the students and we ensure practical real-time experience and training by providing all the utilities required for the in-depth understanding of the course.
If you are enrolled in classes and/or have paid fees, but want to cancel the registration for certain reason, it can be attained within 48 hours of initial registration. Please make a note that refunds will be processed within 30 days of prior request.
The Training itself is Real-time Project Oriented.
There are some Group discounts available if the participants are more than 2.
As we are one of the leading providers of Live Instructor LED training, We have customers from USA, UK, Canada, Australia, UAE, Qatar, NZ, Singapore, Malaysia, India and other parts of the world. We are located in USA. Offering Online Training in Cities like
New York, New jersey, Dallas, Seattle, Baltimore, Houston, Minneapolis, Los Angeles, San Francisco, San Jose, San Diego, Washington DC, Chicago, Philadelphia, St. Louis, Edison, Jacksonville, Towson, Salt Lake City, Davidson, Murfreesboro, Atlanta, Alexandria, Sunnyvale, Santa clara, Carlsbad, San Marcos, Franklin, Tacoma, California, Bellevue, Austin, Charlotte, Garland, Raleigh-Cary, Boston, Orlando, Fort Lauderdale, Miami, Gilbert, Tempe, Chandler, Scottsdale, Peoria, Honolulu, Columbus, Raleigh, Nashville, Plano, Toronto, Montreal, Calgary, Edmonton, Saint John, Vancouver, Richmond, Mississauga, Saskatoon, Kingston, Kelowna, Hyderabad, Bangalore, Pune, Mumbai, Delhi, Dubbai, Doha, Melbourne, Brisbane, Perth, Wellington, Auckland etc…
Machine Learning experts can simply enhance their skills in managing data and making computers and other similar devices more intelligent in performing their tasks automatically. Machine Learning Training course gives certified professionals a lot of career building opportunities.
Intelligence managers can join this course to gain more skills. Moreover, it is beneficial for:
• Software Developers
• Application Managers
• Data analytics experts
Machine Learning Training course covers projects based on artificial intelligence and data analytics to ensure maximum learning.
In this course, data analysis is an important aspect and students are introduced to various methods related to same. The primary aim is to let them automate the analytical model building. As Machine Learning is a branch of artificial training, we enable students to learn how the machines can be made to learn and handle various important business processes.
Hospitals all over the world are considering this approach and are enhancing the patient care in several aspects. It has been predicted that in the next five years, hospitals across the globe will be hiring Machine Learning experts on a very large scale.
Experts are considering Machine Learning to boost climate models and it is quite true that this approach can be very useful to enhance climate forecast.
Several Organizations have started adopting Machine Learning due to its diverse array of benefits. Recently Qualcomm has also hired a Netherland-based organization for the same purpose.
• Application Manager- $87,000 per year
• Software Developer- $88,000 per year
• Data Analyst- $90,000 per year
Disclaimer- This information related to salary trends of Machine Learning experts can vary depending on the location and skills of a professional.
If you want to be a certified professional in Machine Learning, there are two options available for you:
• Beginner’s Level Diploma in Machine Learning
• Advanced Level Diploma in Machine Learning
Machine Learning is an excellent Artificial Intelligence approach that has gained publicity because of its error free results. A very large number of organizations all over the world have invested in this approach to get the most favorable results. As organizations can simply make sure that computers are acting without explicitly programmed, they are looking for the experts who can help them in accomplishing this task. Therefore building a career as a Machine Language expert is one of the best choices.
Mindmajix guarantees that the educational experience you gain will deliver value even after you complete the with its course completion certificate. This will undoubtedly be one of the valuable certifications for your career path and your first step in building a career in Machine Learning Course. You can earn this after successful completion of your project work and can get your CV noticed. It also shows you are motivated to learn and that you have genuine expertise.
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See if this course is a fit for you by joining us for an online info session. You’ll meet our team, get an overview of the curriculum and course objectives, and learn about the benefits of being a student at Mindmajix
Attend a Demo Session | Meet the Expert Who Can Kickstart Your Career in Machine Learning
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