Post pandemic, there is a sharp increase in the dependence on data. Due to this, machine learning is currently one of the world’s fastest-growing fields. Machine learning and artificial intelligence have several applications in the healthcare, finance, e-commerce, entertainment, automobile, and AI industries. If you seek a career in the fascinating field of machine learning, you should look at these machine learning courses in Pune.
Gone are the days when people set limits on things because they believed it was impossible. The AI and Machine Learning industries are no longer science fiction concepts; they transform how we view and interpret vast amounts of data. Through machine learning and AI, we are building systems and cutting-edge technologies that directly or indirectly have a profound effect on our lives. These advancements are not just theoretical; they are practical applications that are reshaping industries and creating new opportunities for professionals.
Microsoft, Google, Facebook, and other big companies have transitioned to artificial intelligence and invested heavily in intelligent devices and solutions research and innovation. These tech giants are leading the charge, demonstrating the immense potential of machine learning and AI. They are not only enhancing their products and services but also setting the standard for what is possible in the realm of technology. This shift has created a ripple effect, encouraging startups and smaller companies to adopt similar technologies, further fueling the growth of the machine learning sector.
Perks of pursuing a career in Machine Learning
ML is the future.
Machine learning is indeed a revolutionizing force, playing a pivotal role in industry 4.0. Entrepreneurs, automotive players, pharma, healthcare, fintech industries have flocked to AI and machine learning technology like ducks to water. According to research of nearly 42.99%, by 2023, the worldwide machine learning market would be worth INR 543 billion. This staggering growth indicates that machine learning is not just a passing trend; it is a fundamental shift in how businesses operate and make decisions.
As more companies recognize the value of data-driven insights, the demand for skilled professionals in machine learning continues to rise. This trend is expected to create numerous job opportunities, making it an excellent time to enter the field. The integration of machine learning into various sectors means that professionals with expertise in this area will be highly sought after, ensuring job security and career advancement.
Higher salary
A machine learning working expert earns roughly Rs. 7,31,169 per year, according to Payscale, which is more than any other similar domain. Your CTC will improve with experience and additional knowledge. You can aim for managerial and leadership positions in your company after a few years. There is a continuous learning curve for data scientists or machine learning engineers, for that matter, so the opportunities are endless.
As you gain experience and develop your skills, your earning potential will increase significantly. Many companies are willing to pay a premium for professionals who can leverage machine learning to drive business results. This financial incentive, combined with the exciting nature of the work, makes a career in machine learning particularly appealing.
The exciting world of AI, ML
You can become a data scientist by learning machine learning and AI from any of the best machine learning courses in Pune. The data scientist job is regarded as the hottest job of the 21st century. You can easily transition to these exciting roles within 6-8 months and get a pay hike. The rapid growth of the field means that there are always new challenges to tackle and new technologies to learn.
Working in machine learning allows you to be at the forefront of innovation. You will have the opportunity to work on projects that can change the way businesses operate and improve people’s lives. This dynamic environment keeps the work interesting and fulfilling, as you will constantly be learning and adapting to new developments in the field.
Tackle real-time challenges
You will be exposed to modern challenges that businesses and industries face and get a chance to tackle various such problems through data. Machine learning will provide you with a high level of job satisfaction and advance swiftly in your career. The ML and AI field is constantly evolving year on year which ensures you don’t get bored of this job with new interesting challenges coming up.
As you work on real-world problems, you will develop critical thinking and problem-solving skills that are highly valued in any profession. The ability to analyze data, draw insights, and implement solutions will set you apart in the job market. Moreover, the collaborative nature of machine learning projects means you will work with diverse teams, enhancing your communication and teamwork skills.
For you to transition smoothly into machine learning and data scientist roles, we have summed up the best machine learning courses in Pune.
Best Machine Learning Courses in Pune
1. Rise Institute Machine Learning Program
Rise Institute offers industry-accredited machine learning, data science, data analytics, Power BI, SQL, and artificial intelligence courses, to name a few among its chest of courses. Rise Institute made itself a prominent data science institute providing one of the most rigorous machine learning courses in Pune.
Interested job professionals can opt for this training in machine learning and artificial intelligence as it starts from scratch. The initial Python and machine learning fundamentals classes build a strong foundation for more advanced concepts. That’s why Rise Institute’s courses are pretty helpful for non-programmers as well.
Currently, there are three ML courses offered, namely:
- Data Science and AI specialization course is an IBM accredited certification program for individuals with 1+ years of work experience in any domain. This course is a 7.5-month program and priced at 65,000 INR.
- Advanced AI and ML certification program is for individuals with 4+ years of work experience. This program is a 6-month training at the cost of 39,000 INR.
- ML Certification training is for Managers and Leaders with 8+ years of experience. This 11-month long training costs 85,000 INR.
Course modules included in all three programs:
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- Python, R languages
- Statistics
- Power BI
- Tableau
- Machine learning
- Reinforcement learning
- SQL and Google Cloud
- Deep learning
- NLP
- Mongo DB
Rise Institute offers custom-fit modules based on the current machine learning industrial job market’s skill requirements. The institute provides a bottom-up teaching style through hands-on learning with 15+ live projects and 24×7 support and placement assistance.
The hands-on approach ensures that students not only learn theoretical concepts but also apply them in real-world scenarios. This practical experience is invaluable when entering the job market, as employers often look for candidates who can demonstrate their skills through actual projects.
Rise Institute’s certifications are industry-recognized and offer an upper hand during your Machine Learning interviews.
2. Excelr
Excelr’s machine learning programs are widely regarded as some of the top machine learning courses available in Pune. The training for the machine learning course is structured as a comprehensive 40-hour self-paced program, which includes over 60 assignments and more than 2 live projects. This extensive curriculum ensures that students gain practical experience alongside theoretical knowledge. Excelr’s faculty consists of experienced data science and AI practitioners, which means they provide well-structured and up-to-date training in the field of machine learning. Their real-world experience enriches the learning process, making it more relevant and applicable to current industry standards.
Who can take this course?
- Aspiring data scientists who wish to build a strong foundation in machine learning
- Business analysts looking to enhance their analytical skills
- Data analysts aiming to transition into more advanced roles
- Mid-level executives seeking to upskill and stay competitive in their careers
- Big data professionals wanting to expand their knowledge in machine learning
- Graduates who are eager to switch to a career in machine learning
- Managers who want to understand the implications of machine learning in their organizations
Course Curriculum
The curriculum is designed to cover a wide range of essential topics, including:
- Statistics: Understanding the fundamentals of statistics is crucial for data analysis.
- Python: Learning Python programming is essential for implementing machine learning algorithms.
- Hypothesis testing: This is a key concept in statistics that helps in making data-driven decisions.
- Linear Regression: A foundational algorithm used for predictive modeling.
- Logistic Regression: Important for classification problems.
- Supervised Learning: Techniques where the model is trained on labeled data.
- Unsupervised Learning: Methods for finding patterns in unlabeled data.
- Multinomial Regression: Useful for multi-class classification problems.
3. UpGrad
- Advanced Certificate Program in ML: This is a comprehensive 12-month course designed in collaboration with faculty from IIT Madras. Key highlights:
- Over 20 projects and case studies to provide hands-on experience
- More than 25 mentorship classes to guide students through their learning journey
- A globally recognized certification upon completion
- 500+ hours of learning, ensuring in-depth coverage of topics
- Practical hands-on experience to reinforce theoretical concepts
- Suitable for senior working professionals looking to advance their careers
- A capstone project that allows students to apply their knowledge in a real-world scenario
- Executive PG Program in ML: This 13-month course includes 15+ industry projects and assignments, making it highly practical. Key Highlights:
- Six capstone projects to enhance practical learning
- 600+ hours of learning to cover a wide array of topics
- Dedicated mentor support throughout the program
- Career Bootcamp to prepare students for job placements
- 24×7 support for any queries or assistance needed
- No-cost EMI options available to make the program more accessible
- Students can choose from 3 electives to tailor their learning experience
- Live coding workshops to enhance coding skills
- Suitable for working professionals who want to balance work and study
- Master of Science in ML and AI: This is an 18-month course that includes 25+ case studies and over 650 hours of learning. Key Highlights:
- A globally recognized M.Sc. degree that adds significant value to your resume
- Hands-on workshops to provide practical experience
- A capstone project to showcase your skills
- 1:1 coaching for personalized guidance
- Faculty from IIT Madras, ensuring high-quality education
- Advanced Certificate in ML and NLPKey features: Key features:
- An eight-month course designed for those looking to specialize
- 250+ hours of learning to cover essential topics
- Certification from IIIT Bangalore, adding credibility to your qualifications
- 24×7 support for students
- 5+ projects to enhance practical skills
4. Edvancer
Edvancer’s machine learning certification courses are considered among the most coveted training programs in Pune. Edvancer Eduventures was founded by IIT-IIM alumni with the goal of providing high-quality, career-oriented learning to meet the growing demand for skilled professionals in the field.
Edvancer’s courses are designed to align with the latest job trends and required skills. The institute aims to provide a high return on investment (ROI) to students by tailoring their courses to meet individual career goals and aspirations. The faculty at Edvancer comes from top-tier data science companies such as Fractal, Accenture, and EY, ensuring that students receive instruction from experienced professionals.
Edvancer offers the following two courses:
- Certified Machine Learning with Python
This course offers both self-paced and live class training options. It is designed with over 75 hours of video learning and 75+ hours of assignments and projects. Regardless of whether students choose the self-paced or live class option, they receive 24×7 faculty support to assist them throughout their learning journey.
Course fee:
- Live online course costs INR 34,990 + GST
- Self-paced course costs INR 29,990 + GST
- Advanced Certification in ML and AI:
This certification program is a more advanced course created in collaboration with IIT Kanpur. The course is packed with numerous assignments, projects, and over 150 hours of learning. Students again have the option to choose between self-paced and online classes.
Course fee:
- Live Class: INR 149,900 + GST
- Self-paced: INR 94,500 + GST
Scholarship and payment options are available for the first 30 enrollments on their website.
The Advanced Certification course is complemented by 100% placement assistance, and the certification is recognized by the Government of India.
What will you learn?
- Introduction to machine learning concepts and applications
- Basics of Python programming
- Exploratory Data Analysis (EDA)
- Data visualization using the Pandas library in Python
- Data processing techniques through NumPy and Pandas
- Decision tree algorithms
- Bagging algorithms for improving model performance
- Boosting algorithms to enhance predictive accuracy
- Support Vector Machines (SVM) and K-Nearest Neighbors (KNN)
- Text mining techniques for natural language processing
- Version control systems for managing code
- Deep learning fundamentals
- TensorFlow and Keras for building neural networks
- Understanding neural networks and their applications
- SQL for database management and querying
By enrolling in these courses, students can expect to gain a comprehensive understanding of machine learning and its applications, preparing them for successful careers in this rapidly evolving field.
Pursuing a career in machine learning offers numerous benefits, including high earning potential, job security, and the opportunity to work on exciting projects. The best machine learning courses in Pune provide the necessary skills and knowledge to succeed in this rapidly growing field. Whether you are a beginner or an experienced professional, there are programs available to help you achieve your career goals. By investing in your education and staying updated with the latest trends in machine learning, you can position yourself for success in this dynamic industry.
Gain the required expertise with over 350 hours of projects and assignments designed to help you build a strong and impressive portfolio that aligns with your targeted job roles. This extensive hands-on experience is crucial for demonstrating your skills to potential employers. The course curriculum has been thoroughly vetted by various industry experts and hiring partners, ensuring that it meets the current demands of the job market. With the knowledge and skills you acquire here, you will be well-prepared to apply and excel in machine learning interviews, giving you a competitive edge in the field.
5. Great Learning
Great Learning is a name that needs no introduction in the realm of education. The institute’s industry-vetted courses have successfully helped numerous students transition their careers into the tech field. Great Learning offers a variety of online, career-relevant programs in full-stack web development, data science, cloud computing, digital marketing, design, and cybersecurity, all in collaboration with world-class universities. This ensures that students receive a high-quality education that is recognized and respected in the industry.
Great Learning provides a comprehensive post-graduate program in Machine Learning in collaboration with the University of Texas. Students enrolled in this course benefit from personalized mentorship and guidance, which includes working on 7+ projects under the supervision of industry experts. The faculty consists of trained professionals, industry practitioners, and academicians who specialize in machine learning and artificial intelligence, ensuring that students receive top-notch instruction.
Course Curriculum
- Python: Learn the fundamentals of Python programming, which is essential for machine learning.
- Statistics: Understand statistical concepts that are crucial for data analysis.
- Supervised Learning: Explore techniques where the model is trained on labeled data.
- KNN: Gain insights into the K-Nearest Neighbors algorithm for classification tasks.
- Linear and Multiple Regression: Learn how to model relationships between variables.
- Logistic Regression: Understand how to apply this algorithm for binary classification.
- Naive Bayes: Discover the principles behind this simple yet effective classification technique.
- SVM: Study Support Vector Machines for classification and regression tasks.
- K-means: Learn about clustering techniques to group similar data points.
- PCA: Understand Principal Component Analysis for dimensionality reduction.
- Unsupervised Learning: Explore methods for finding patterns in unlabeled data.
- Featurization, Tuning, and Model Selection: Learn how to optimize your models for better performance.
- Recommendation Systems: Discover how to build systems that suggest products or content to users.
- EDA: Engage in Exploratory Data Analysis to uncover insights from data.
- Time Series Forecasting – ARIMA Approach: Learn how to predict future values based on historical data.
- Deployment of Models – Kubernetes: Understand how to deploy machine learning models in a production environment.
The hands-on projects include datasets from major companies like Uber, Amazon, and Netflix. Additionally, students are required to complete projects in various domains such as healthcare, banking, medicine, automobile, and e-commerce, providing them with a well-rounded experience.
Great Learning also offers adequate placement assistance, which includes mock interviews, career fairs, hackathon challenges, and the creation of an e-portfolio. This support helps students prepare for the job market effectively. The learning environment is conducive, with small batch sizes that allow for personalized attention and interaction.
Course Fee: INR 1,50,000 + GST.
6. Applied AI Machine Learning Course
The machine learning course offered by Applied Root is a comprehensive program that focuses on the mathematical components necessary for understanding machine learning algorithms. The simplicity with which Srikanth Varma, the founder of Applied Root, explains the intricacies and logic behind each machine learning algorithm is commendable and makes complex concepts accessible to all learners.
Testimonials on the institute’s website highlight that individuals from diverse backgrounds, including doctors, homemakers, support executives, nutritionists, and students from both technical and non-technical fields, have successfully secured machine learning roles after completing the course. This success rate makes it evident that this course deserves a spot on the list of the best machine learning courses in Pune.
Course Modules:
- Fundamentals of Programming: Build a strong foundation in programming concepts.
- EDA: Engage in Exploratory Data Analysis to understand data better.
- Data Visualization: Learn how to present data visually for better insights.
- Foundations of ML, NLP: Understand the basics of machine learning and natural language processing.
- SVM: Study Support Vector Machines for classification tasks.
- Decision Trees: Learn about this popular algorithm for both classification and regression.
- Ensemble Methods: Explore techniques that combine multiple models for improved accuracy.
- Feature Engineering: Understand how to create and select features for your models.
- DBSCAN: Discover this clustering algorithm for identifying groups in data.
- Recommendation Systems: Learn how to build systems that suggest products or content.
- Neural Networks: Understand the basics of neural networks and their applications.
- Computer Vision: Explore techniques for enabling machines to interpret visual data.
- Deep Learning: Dive into advanced machine learning techniques.
- Spark for ML: Learn how to use Apache Spark for large-scale data processing.
- Big Data Basics: Understand the fundamentals of big data technologies.
- Deployment of ML Design: Learn how to deploy machine learning models effectively.
The course covers various machine learning techniques and best practices. It is crucial to understand when a machine learning or deep learning technique may fail and which strategy to employ in such situations. All of these critical instances are thoroughly explained, ensuring that students are well-prepared for real-world challenges.
Applied Root claims to provide guaranteed placement to its students who complete all 30 assignments within 12 months and build the required case studies and capstone projects. Under the job guarantee program, candidates are eligible for a full refund if the institute is unable to place them within six months of meeting the eligibility criteria.
7. iNeuron
iNeuron’s founder, Sudhanshu Kumar, started this online training institute with the vision of providing affordable and competent courses across various sectors. What began with data science and machine learning courses has now expanded into deep learning, natural language processing (NLP), computer vision, data analytics, and digital marketing. All of these courses feature a well-defined and comprehensive curriculum, which is why we have included this course as one of the most popular machine learning courses in Pune, particularly in the affordable education category.
Course Structure:
- Python: Learn the essential programming language for machine learning.
- EDA: Engage in Exploratory Data Analysis to uncover insights from data.
- Statistics: Understand the statistical concepts that underpin data analysis.
- Linear Regression: Study this foundational algorithm for predictive modeling.
- Logistic Regression: Learn how to apply this algorithm for classification tasks.
- Decision Trees: Explore this popular algorithm for both classification and regression.
- Ensemble Methods: Understand techniques that combine multiple models for better performance.
- Forest Variable Importance: Learn how to assess the importance of different features.
- XGBoost: Discover this powerful algorithm for boosting model performance.
- KNN: Study the K-Nearest Neighbors algorithm for classification tasks.
- Dimensionality Reduction: Understand techniques for reducing the number of features in your data.
- SVR: Learn about Support Vector Regression for continuous outcomes.
- SVM: Study Support Vector Machines for classification tasks.
- Gradient Boosting: Explore this technique for improving model accuracy.
- DBSCAN: Understand this clustering algorithm for identifying groups in data.
- NLP: Dive into natural language processing techniques.
- Spark: Learn how to use Apache Spark for large-scale data processing.
- Deep Learning: Explore advanced machine learning techniques.
and much more
With over 26 hands-on projects covering Python, chatbots, machine learning, deep learning, Tableau, and Power BI, this program stands out as an ideal choice among other machine learning training options in Pune. All these projects will significantly enhance your resume and portfolio, making you a more attractive candidate to potential employers.
Career guidance and interview preparation are integral parts of the program, providing students with insights into how machine learning interviews are conducted for various roles. This preparation is essential for building confidence and ensuring that students are ready to tackle the challenges of the job market.
Conclusion
Machine learning jobs are among the highest-paid positions in India right now, reflecting the growing demand for skilled professionals in this area. The demand for various machine learning roles has surged in the post-COVID world, as businesses increasingly rely on data-driven decision-making.
What’s a better time to hop on the bandwagon than now? All the top machine learning courses in Pune are listed here, carefully selected based on their detailed course syllabus, assignments, and placement assistance. The course details and fees for all the machine learning training programs in Pune are mentioned in this blog for your consideration. Start now to give wings to your career, allowing you to soar and achieve your ambitions in life. By investing in your education and gaining the necessary skills, you can position yourself for success in this dynamic and rapidly evolving industry. Embrace the opportunity to learn and grow, and you will find yourself well-prepared for a rewarding career in machine learning
