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Submission: On May 23 via api from IE — Scanned from SG
Form analysis 9 forms found in the DOM
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<option value="Classroom Shivaji Nagar. Pune">Classroom Shivaji Nagar. Pune</option>
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ABOUT MACHINE LEARNING
What is Machine Learning?
Machine learning is a variation on artificial intelligence (AI) technique that
allows computers to acquire knowledge without manually programming them in their
system. Machine learning algorithms are trained on data, and they use this data
to make predictions or decisions.
Machine learning has applications across many areas, such as:
Predictive analytics: Machine learning can be used to predict future events,
such as customer churn or product demand.
Fraud detection: Machine learning technologies and algorithms can be utilized to
identify bogus transactions in the banking and retail sectors.
Risk management: Machine learning can be used to assess risk, such as the risk
of a loan defaulting.
Medical diagnosis: Machine learning can be used to diagnose diseases.
Self-driving cars: Machine learning is used to help self-driving cars navigate
the road safely.
There are numerous types of machine learning techniques, such as:
Supervised learning: In the context of supervised learning, an approach used by
making the algorithm have training on previously annotated or labeled data. For
example, the algorithm might be trained on a dataset of images that have been
labeled as "cat" or "dog."
Unsupervised learning: In unsupervised learning, the algorithm is trained on
data that has not been labeled. For example, the algorithm might be trained on a
dataset of images without any labels.
Reinforcement learning: In reinforcement learning, the algorithm learns by trial
and error. The algorithm is given a reward for taking actions that lead to
desired outcomes.
Learn the Skills You Need for a Career in IT and AI industries:
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build and deploy machine learning models. If you're interested in a career in
AI, then a Machine Learning Course in Pune is a great way to get started. There
are many different Machine Learning Classes available in Pune. However, one of
the most popular ML courses is offered by SevenMentor Training Institute in
Pune. Our course typically covers all the basics of machine learning, along with
more advanced topics, such as deep learning and natural language processing. If
you're looking for a comprehensive Machine Learning Session in Pune, then we are
the best ML Training option. Our ML courses typically offer a more in-depth look
at the theory and practice of several key techniques. On the better side we are
also very less expensive and time-consuming than other Machine Learning Courses
in Pune. So if you're looking for a more affordable and fastest option for a
Machine Learning Course, then joining SevenMentor is a good option. Courses at
SevenMentor Institute typically cover most aspects of machine learning in a
shorter period of time with all the flexibility you need. Explore Interview
Questions on Machine Learning with SevenMentor.
Here are some of the benefits of taking a machine learning course in Pune:
Learn From Experienced Professionals: The instructors at our machine learning
course in Pune are experts in the ML AI field. They can share their knowledge
and experience with you, helping you to learn the skills you need for a career
in AI.
Get Hands-on Experience: SevenMentor’s machine learning classes offer great
hands-on experience to every student. This means that you'll have the
opportunity to work on real-world projects by yourself, giving you a valuable
edge in the job market as soon as you finish our ML certification. Network with
Other Professionals: Our training for Machine Learning is a great way to network
with other professionals in this field. It will help you to find a job,
collaborate on projects, and stay up-to-date on the latest trends in Machine
Learning. If you're interested in learning more about machine learning, then we
encourage you to take a machine learning course at SevenMentor Institute. It is
definitely a great way to learn the skills you need for a career in AI and to
network with other professionals in the field. Once you've completed a machine
learning course in Pune, you'll be well-positioned for a career in AI and ML
industries. There are many different job opportunities available in this field,
such as data scientist, machine learning engineer, and AI researcher. With the
growing demand for AI skills, you're sure to find a job that's both challenging
and rewarding. So join the best Machine Learning Certification Course in Pune
and get ready for a solid growth in your career.
"Prompt Engineering for Machine Learning"
Prompt engineering is a fundamental component of leveraging machine learning
models effectively, particularly in the realm of Natural language processing
(NLP). It involves constructing precise and targeted input queries or commands
to guide the model towards desired outputs.
Here are key principles in prompt engineering for machine learning:
1. Clarity and Precision: Prompts should be formulated with clarity and
precision, leaving no room for ambiguity. Clear prompts help the model
understand the task at hand accurately.
2. Task Relevance: The prompts should directly address the task or problem the
model is expected to solve. Aligning prompts with the specific objectives
ensures that the model focuses on generating relevant outputs.
3. Adaptation to Model Capabilities:Understanding the capabilities and
limitations of the machine learning model is crucial. Prompts should be tailored
to leverage the model's strengths while mitigating its weaknesses.
4. Context Awareness: Consideration of the context surrounding the data or
problem enhances prompt effectiveness. Context-aware prompts enable the model to
interpret and generate outputs that are contextually appropriate.
5. Iterative Refinement: Prompt engineering often involves an iterative process
of experimentation and refinement. Data scientists may need to adjust prompts
based on model performance and feedback to achieve optimal results.
6. Bias Mitigation: Conscious effort should be made to avoid introducing biases
into the prompts, which could influence the model's outputs. Prompts should be
crafted in a way that minimizes bias and promotes fairness.
We are also teaching in Machine Learning Course in Pimpri-Chinchwad:
We have the best teachers that have worked in the development of Machine based
Artificial Intelligence softwares and this has resulted in our trainers having
knowledge of designing from scratch. This experience of actual development and
designing helps our Machine Learning experts to provide the best Machine
Learning training in Pimpri Chinchwad. We cover all the major topics like Python
Programming , XML design sheet, JSON, SQL, Random Tree, Decision Algorithms, and
many more frequently used concepts of Machine Learning-based development.
Machine Learning Classes in Pimpri Chinchwad also have a very unique hands-on
training session which results in students designing and developing real-world
image annotation software or video analysis software using ML algorithms. Thus
our students have their own experience of Machine Learning based practical
development abilities at the end of our Machine Learning Certification Course in
PCMC.
Rise of Computer Learning:
The rise of computer learning is still in its early stages, but it has the
potential to revolutionize many industries. As the technology continues to
develop, we can expect to see even more amazing applications of machine learning
in the years to come.
The rise of computer learning is a result of several factors, including:
The availability of large amounts of data: The amount of data available has
exploded in recent years, thanks to the increasing use of sensors, cameras, and
other devices that collect data. This data can be used to train machine learning
algorithms.
The development of powerful computers: Computers have become much more powerful
in recent years, which allows machine learning algorithms to be trained on large
amounts of data.
The development of new machine learning algorithms: Researchers have developed
new machine learning algorithms that are more accurate and efficient than
previous algorithms.
The increasing availability of open-source software: There is a growing number
of open-source software packages that make it easy to develop and deploy machine
learning applications.
Get the best Machine Learning Certification in Pune:
Our Machine Learning certification is designed for professionals or students who
want to develop, deploy, and manage machine learning models on various AI/ML
platforms. Our Machine Learning Certification typically helps students earn
higher salaries than those without certifications. According to industry
statistics the average salary for a machine learning engineer with a
certification is higher than for a machine learning engineer without a
certification by almost 30 percent. So, if you are interested in a Machine
Learning Classes in Pune, our ML certification can be a valuable asset for you.
It can help you increase your job prospects, earn a higher salary, improve your
skills, and access professional networks within this vast industry.
ONLINE CLASSES
Online Machine Learning training in Pune provides an overview including working
with Information that is real-time, and learn how to use Python in this Machine
Learning to draw predictions from the information. Get enrolled for the most
demanding skill. Learning Online Machine Learning course in Pune will make your
career to a new height. SevenMentor Institute offers you a superb platform to
learn and learn more about the subject from industry experts. Our Trainers
deliver complete freedom to the students, to explore the subject and find out
based on real-time illustrations. Our trainers help the candidates complete
their projects and also prepare them for interview questions and responses.
COURSE ELIGIBILITY
* Candidates Who Want to be a Data Scientist, Big Data Analysists, Analytics
Manager/Professionals, Business Analyst, Developer
* Graduates who are looking to create a career in Data Science and Machine
Learning
* Employees – Organization is getting to shift to Big data tools
* Mid-level Executives
* Managers with knowledge of basic programming
SYLLABUS MACHINE LEARNING
Download Syllabus
Introduction
DataScience Vs DataAnalysis Vs MachineLearning Vs DeepLearning Introduction
to Numpy, Pandas, Sci-kit Learn and Matplotlib Library Importing data from
different Sources
Basic Terminologies and Basic Maths:
* Traditional Programming Vs Machine Learning
* Types of Machine Learning Problems
* Supervised and Unsupervised Learning
* Classification and Regression
* Overfitting and Underfitting
* What is a point and a Vector?
* Distance between 2 points, Distance between point and a line.
* Equation of a line, Equation of a Plane, Equation of a hyper plane.
* Dot product and Projection of one vector onto another.
* Basics of Differentiation
* KNN(K nearest Neighbour) Algorithm
* Geometric Intuition of KNN
* Mathematical Intuition of KNN
* Limitations of KNN
* What are Hyper-parameters?
* Hyper-parameters Tuning
* Why do we need Cross-Validation?
* Code Walkthrough on KNN
Supervised Learning Continues:
* Naive Bayes algorithm
* What is Conditional Probability
* What is Naive about Naive Bayes?
* Geometric Intuition of Naive Bayes
* Mathematical Intuition of Naive Bayes
* Limitations of Naive Bayes
* Hyperparameter Tuning in Naive Bayes
* Code Walkthrough of Naive Bayes
* Introduction to Logistic Regression
* Geometric Intuition of Logistic Regression
* Mathematical Intuition of Logistic Regression
* Why do we need sigmoid function?
* Regularisation(L1 and L2)
* Limitations of Logistic Regression
* Code Walkthrough of Logistic Regression
Supervised Learning Continues:
* Introduction to Linear Regression
* Geometric and Mathematical Intuition
* Assumptions of Linear Regression
* Limitations of Linear Regression
* Code Walkthrough of Linear Regression
* Optimisation Theory
* Convex and Non Convex Functions
* Gradient Descent
* Stochastic Gradient Descent
* Introduction to SVM(Support Vector Machines)
* Geometric Intuition
* Mathematical Intuition
* Hard and Soft SVM
* Kernalisation in SVM(Radial Basis Function)
* Limitations of SVM
* Code Walkthrough of SVM
Decision Tree and Ensembles :
* Decision Tree
* Geometric Intuition of Decision Tree
* Mathematical Intuition of Decision Tree
* Entropy and Gini Impurity
* Information Gain
* Limitations of Decision Tree
* Code Walkthrough of Decision Tree
* What is Ensembles
* Bagging and Boosting
* What is Ensembles?
* Bagging and Boosting
* Concept of Bootstrapping
* Introduction to Random Forest
* Variance and Bias
* Geometric Intuition of Random Forest
* Why Random Forest is so famous?
* Code Walkthrough of Random Forest
* Performance Metric and Different
Situations in Supervised Learning :
* Accuracy
* Why Accuracy as a metric will fail in most of the real world cases?
* Precision and Recall
* F1 Score
* Confusion Matrix
* Log-loss
* ROC-AUC Curve
* RMSE(Root Mean Square Error)
* R2(Coefficient of Determinant)
* MAD(Median Absolute Deviation)
* How to Handle Outliers in the data?
* How to deal with the imbalance data?
* How to handle categorial data?
* Scaling of Features
* Curse of Dimensionality
Unsupervised Learning and Dimension Reduction:
* What is Unsupervised Learning?
* What is Clustering?
* K-Means Clustering
* Hierarchal Clustering
* Why Dimensions Reduction?
* PCA(Principle Component Analysis)
Machine Learning Project :
* Business Problem
* Contraints
* Data Collection
* Formulate Business Problem to Machine Learning Problem
* Data Cleaning
* Data Preprocessing
* EDA(Exploratory Data Analysis)
* Modelling
* Evaluating the Performance of the models
* Retrain if necessary
* Deployment
TRAINER PROFILE OF MACHINE LEARNING
Our Trainers explains concepts in very basic and easy to understand language, so
the students can learn in a very effective way. We provide students, complete
freedom to explore the subject. We teach you concepts based on real-time
examples. Our trainers help the candidates in completing their projects and even
prepare them for interview questions and answers. Candidates can learn in our
one to one coaching sessions and are free to ask any questions at any time.
* Certified Professionals with more than 8+ Years of Experience
* Trained more than 2000+ students in a year
* Strong Theoretical & Practical Knowledge in their domains
* Expert level Subject Knowledge and fully up-to-date on real-world industry
applications
PROFICIENCY AFTER TRAINING
* Expert in Machine learning, data analysis
* Able to work on statistical concepts using python or R
* Able to work with AI
* Have a good understanding of Data Science Algorithms
* Able to work on real-time projects with R studio
* Analyze several types of data using R
* Learn tools and techniques for Data Transformation
* Gain insights from Data and Visualize it
* Work with different file formats and types of data.
FREQUENTLY ASKED QUESTIONS
WILL YOUR INSTITUTE CONDUCT THE EXAM FOR CERTIFICATION?
Yes we do have different Exam Conducting Department where you can apply for a
specific class's Assessment .
WHAT ABOUT THE DISCOUNT OFFER ON THIS COURSE?
Yes, this Course has a Good Offer discount.
HAVE YOU GOT A REFUND POLICY?
Sorry! We do not refund fees in any Condition.
WHAT'S THE APP ARCHITECTURE?
The mixed structure of this program includes roughly 220 hours of active
learning -- almost 120 hours of classroom sessions (one weekend per month) that
comprise hands-on investigation of the techniques and tools and the remainder a
mixture of online learning, technical laboratory assignments and jobs.
DO I NEED TO KNOW PROGRAMMING ?
As this application is designed for technology professionals looking to work
hands using a variety of machine learning methods most appreciated by the
business, you must be familiar with programming. For applicants who don't
understand Python, we supply a completely free pre-program tutorial.
STUDENTS REVIEWS
If you are looking for IT courses this is the right place. All kind of Python
courses are available here. I have completed my Machine Learning course from
Seven Mentor Classes. Those who looking for practical knowledge must join Seven
mentor Classes they teach very well they cover all the topics regarding course.
Nice Environment Good Teachers.They even give the Job Placement assistance.Best
coaching for AI. All trainer’s who run it are very supportive along other staff
and teachers. They have pure practical approach.Reasonable price and worth it!!!
- SURBHI PATIL
All my questions were answered clearly with examples. I really enjoyed the
training session and am extremely satisfied with the overall experience. Looking
forward to similar interesting sessions. I trust KnowledgeHut for its
interactive training sessions and I am ready to recommend them also.
- PALLAVI NAHATA
The course which I took from Knowledgehut was very useful and helped me to
achieve my goal. The course was designed with advanced concepts and the tasks
during the course given by the trainer helped me to step up in my career. I
loved the way the technical and sales team handled everything. The course I took
is worth the money.
- AKASH SINGH
CORPORATE TRAINING
With the intent of decreasing the skill Difference among the corporate & IT
organizational employees in relation. Our developed Corporate Machine Learning
course in Punewill surely boost your worker's knowledge & make them turn into
adept experts delivering all the Of advanced class program of Corporate Machine
Learning Classes in Pune that covers modules of all of the latest & innovative
algorithms. To help the IT & corporate organizations capitalize on their
investments on Machine Learning technologies, Machine Learning Training in
Pimpri Chinchwad delivering a whole setLearning technology our"Analytics Path"
coaching institute has begun delivering industry oriented Corporate Machine
Learning classes in Pune.Organizational desired results.
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