#Best Python Training Courses in Bay Area California | Explore Tumblr posts and blogs

datasciencetrainingusa · 3 years ago

Text

What Is Data Science In Simple Words?

What Is Data Science?

Data science is defined as the study of data, where it comes from, what it signifies, and the meaning you can extract from it. It combines domain expertise, knowledge of mathematics, statistics, and programming skills. By studying the data, and hidden trends, meanings are uncovered to help businesses make better decisions, innovate and strategize. Data science is applicable across industries such as healthcare, finance, education, logistics, and more. A data science training in California can open up various career paths for you.

Who are Data Scientists?

Data scientists collect data from different sources such as internet searches, commerce sites, surveys, and social media. They use various scientific methods, techniques to store, organize, and analyze data to generate insights, make predictions and devise data-driven solutions.

Data scientists have knowledge about a number of big data platforms and tools, including Pig, Spark, Hive, Hadoop, MapReduce, and programming languages such as Python, SQL, Perl, and Scala; and statistical computing languages, such as R. To gain these skills, you must join the Best Data Science Course in Bay Area.

Data Science Skills

Computer Science: Data scientists should apply different principles of computer science, including database systems, software engineering, numerical analysis, and Artificial Intelligence.

Programming: A Data Scientist must know a few programming languages such as Python, R, and SQL to write algorithms.

Statistics: Statistical techniques help find the hidden pattern and correlation between various features in data.

Machine Learning: Data scientists must know various algorithms to build a model to train the machine.

Soft Skills

Analytical Thinking: A Data Scientist should be able to critically solve business problems.

Interpersonal Skills: A Data Scientist should have excellent communication skills to interact with stakeholders, clients, and colleagues.

Critical Thinking: A Data Scientist should have the critical thinking ability to analyze facts before reaching a conclusion.

Business Instinct: A Data Scientist should be able to understand the problems and communicate solutions.

Applications of Data Science

Healthcare

Finance

Fraud and risk detection

Targeted advertising

Website recommendations

Advanced image recognition

Speech recognition

Augmented reality

Gaming

Email spam filtering

Virtual assistants

Chatbots

Cybersecurity

Robotics

Why is Data Science Important?

Data science is a hot topic as more and more companies realize the value of data. Regardless of industry type or size, organizations that wish to remain competitive need to develop and implement their data science capabilities efficiently. It helps them unveil amazing solutions and well-thought decisions across business verticals. For example, with the help of data science, businesses can understand their customers and offer them customized products and services.

Is Data Science A Good Career?

Data science is a lucrative career to pursue as data science roles are increasing day by day. Data science professionals are demanded in every industry, and if you have the right set of skills, you can apply for any data science role, including data scientist, data analyst, data engineer, business analyst, machine learning engineer, and more. The Best Data Science Course in California can help you prepare for a meaningful and successful data science career. Data science professionals start with higher salaries. According to Glassdoor, Data scientists make an average salary of $117,212 per year.

Source: https://buzztum.com/what-is-data-science-in-simple-words/

#Data Science

0 notes

mernstacktraining · 4 years ago

Text

How Does The MERN Stack Work?

MERN stack is extremely popular and a strong stack to work in. If you are able to build and deploy a great MERN application, it can help in your career prospects as a developer.

What is the MERN Stack?

To create a web application combination of technologies used is referred to as Stack. For creating any web application multiple technologies such as framework, libraries and databases are used which form basis of MERN stack.

MERN stack is a JavaScript stack designed to make development process smoother and easier. MERN includes four open source components- MongoDB, Express, React & Node.js. These components offer end –to end framework for developers to work in.

If you are looking for a platform for MERN Stack Training in California, Synergisticit is the way forward with industry experienced mentors to guide you and sharpen your developer skills.

MERN Stack Components

MongoDB

MongoDB is a cross-platform document database. Further it is a NoSQL (non-relational) document-oriented database.

Conventional relational databases have a typical schema design based on columns and tables; MongoDB on the other hand is schema-less.

Data is stored in flexible documents with JSON (JavaScript Object Notation)-based query language. The content, size, and number of fields in the documents can vary from one to the other. This implies that the data structure to be altered over time. This database is known for being flexible and easy to scale.

Express

Is a back-end web application framework. Express is a web application framework for Node.js which is another MERN component. Express is used to simplify the task of writing server code instead of writing full web server code by hand on Node.js directly. You don’t need to repeat the same code over and over, as you would with the Node.js HTTP module.

The Express framework is intended for building robust web applications and APIs. It’s well-known for its quick speed and minimalist structure, with many features available as plug-ins.

React

React is a JavaScript library used for building user interfaces. It is open sources but was originally created by a software engineer at Facebook. Currently, it is maintained by Facebook, as well as a community of development companies and individual developers.

React library can be used for creating views deliver in HTML. React views are declarative. This means that you don’t have to worry about managing the effects of changes in the view’s state or changes in the data.

Instead of depending on templates to automate the creation of repetitive HTML or DOM elements, it uses a full-featured programming language (JavaScript) to build recurring or conditional DOM elements. With React, you can run the same code can run on both the server and the browser.

It anchors the MERN stack. In a way, it’s the central feature of the stack. It’s the one component that tells apart MERN from MEAN.

Node.js

Node.js is a cross-platform JavaScript runtime environment. It was initially built for Google Chrome and afterwards open-sourced by Google in 2008. It is built on Chrome’s V8 JavaScript engine. It’s created to build scalable network applications, and can perform JavaScript code outside of a browser.

It works without an enclosing HTML page, in its place using its own module system based on CommonJS, to put together several JavaScript files.

Advantages of the MERN Stack

The main benefit for developers by means of the MERN stack is that every line of code is written in JavaScript. It is a programming language which is used everywhere, both for client-side code and server-side code. With the assistance of one language across tiers, there’s no need for context switching.

With tech stack with several programming languages, developers have to work out how to interface them collectively. With the JavaScript stack, developers only need to be capable in JavaScript and JSON.

On the whole, using the MERN stack facilitates developers to build highly competent web applications.

Best MERN Stack Training in Bay Area

A comprehensive online MERN stack Training in Bay area can assist you in building a strong portfolio and dynamic web applications. At SynergisticIT a Tech Braincamp we offer a dynamic course content covering all aspects of MERN stack- MongoDB, Express, React and Node.js. Further, you will be learn about other popular and highly in demand languages such as Python, CSS, HTML which can prepare you to be the best developer. Our industry experienced mentors posses in depth knowledge and can assist you in learning and grasping the curriculum in an ideal way. To be future fit in web development contact SynergisticIT for best MERN Stack Training in Bay area.

Source:https://www.atoallinks.com/2021/how-does-the-mern-stack-work/

#mern stack

0 notes

ndowne · 5 years ago

Text

What I’ve been up to recently

Courses I’ve taken

In 2019/2020 I took these Stanford classes as a JSK fellowship affiliate:

Ornithology (BIO221)

Conservation photography (BIO53)

Evolution (BIO85)

Ecology and Evolution of Animal Behaviour (BIO245)

Applied Ecology at Jasper Ridge preserve (BIO205)

Geology, Landscapes and Tectonics of the SF Bay Area (GEOLSCI42)

Concepts in Environmental communications (EARTHSYS 291)

Ecology (BIO81)

Introduction to Earth Systems (EARTHSYS10)

Other classes and trainings I have taken during this time:

Weekly Spanish classes since March 2019

Pat Brown’s 3 day residential desert bat class in July 2019 in the Mojave Desert

Drones in Conservation workshop, week long class by The Wildlife Society in April 2019.

Defensive driving class March 2019

Advanced animal care training with the Marine Mammal Center 2016, 2017, 2018, 2019, 2020

Marine Mammal Center advanced education and tour guide training Feb 2019 (also many other in-the job advanced education training courses)

Elephant seal progression trading with the Marine Mammal Center, January 2019

Giving psychological first aid in a disaster, with SF fire department and NERT, Jan 2019

Two day Marine Mammal Center docent and education training, October 2018

3 day residential class on nudibranchs with Alison Young and Dr Rebecca Johnson, the California Acadamy of Sciences and the Jepson Herbarium in Half Moon Bay, California, July 2018

Week long naturalist kayaking trip in Baja, Mexico to learn about whales, Feb 2018

Two day ham radio class with the San Francisco Radio Club, June 2017

Week-long residential bat acoustics workshop (using Sonobat) by Dr. Joe Szewczak, Leila S. Harris and Jill Carpenter and the Wildlife Society. June 2017 in the San Jacinto Mountains, California.

California naturalist residential course in 2017

The Wildlife Society day/long bats and white nose syndrome workshop

Bat banding radio tagging class with Dave Johnston in September 2017

NERT graduate class in Pet disaster response and first aid, Feb 2017

NERT graduate class in Emergancy communications, Feb 2017

Neighborhood Emergency Response Training with the San Francisco Fire Department (NERT) January 2017

Marine Mammal Center animal care and advanced animal care, and elephant seal progression training.

Conferences I went to during this time:

Science Hackday October 2019, 2018 and 2017

The Wildlife Society and American Fisheries Society annual conference in Cleveland Ohio September 2019

California Bat Working Group summit Feb 2019 and Feb 2018

Wildlife Conservation Network Spring and Fall Expo 2018

California Naturalist Regional Rendezvous where I have a talk on white nose syndrome in bats

The Wildlife Society Annual Conference in New Mexico September 2017

Wildlife Conservation Network Spring Expo 2017

Pybay Python regional conference August 2016

Naturalist training and Bat experience

I qualified as a California Naturalist in 2017 through through the University of a California Agricultural College and Camp Ocean Pines. My final project was a bat walk and a presentation about bats. This was such a huge success that I was invited back to the 2018 class to give a paid talk on bats and guided bat detecting walk.

I put this training to good use encouraging friends and organising many trips to help spark that passion for nature (bats and otherwise!). I believe in getting people on that first rung of the stewardship ladder where to care and protect for the environment you first have to be exposed and get interested in nature.

I volunteer with the California Acadamy of Sciences on occasion to help perform biodiversity analysis on the tidepool reef at Pillar point in Half moon bay under the direction of Alison Young and Rebecca Johnson. I have also taken their 3 day residential class on Nudibranchs with the Jepson Herbarium.

I collaborated with leaders in the California Bat Working Group to specify, design and build a website for the group and the logo/branding:

https://www.calbatwg.org

Simon and I also built this Bat website with iNaturalist data to help people realise that awesome bats are around them everywhere!

https://www.batsnearme.com

I attended the residential workshop put on by The Wildlife Society and run by Dr. Joe Szewczak, Leila S. Harris and Jill Carpenter in the San Jacinto mountains, June 2017. We did a deep dive into the biomechanical process of echolocation, diffeeent species of bats, the physics of sound and in teams of 4 we designed, ran and analysed the results of a survey with a Sonobat detector. Paying special attention to where we placed the sensor, what types of bats we thought we might get then learning to analyse the sonogram waveforms for heuristic patterns to identify individual species of bat. We did some mist netting, I helped get a tangled June bug successfully out of the net.

At Pat Brown’s 3 day residential Desert bat class in the Mojave Desert, 2019, I got my first bat handling experience under supervision of Jill Carpenter. I assisted with the construction and breakdown of the netting sites. Record keeping and I held and helped measure several California Myotis and helped get a Canyon bat and two Palid bats out of the net. (I have a recent Rabies Titer)

In February 2020 I had the opportunity to volunteer for Gabe Reyes with the USGS mist netting bats in Marin. I managed the survey record keeping, helped with construction and breakdown of 6 mist nets. I handled some California Myotis and helped measure weights and wingspan, assisted with the removal of one bat from a net and helped release a few after we had surveyed and radio tagged them. More winter survey dates were planned but the global Coronavirus pandemic stepped in the way.

I took a week long drones in conservation workshop with the Wildlife Society where learned to plan routes, fly drones, environmental and wildlife considerations and regulations and how to analyse and collate imagery and geo reference to a map using ArcGIS. We also used ArcGIS for our project in which find a number of hidden plastic turkeys with drone imagery from a route that we planned and executed in teams of 3.

Science communication and Docenting/Guide experience

I have been working with the Scientific community on twitter to support and boost the engagement in science communication games (eg #cougarOrNot / #CrowOrNo #barkingUpATree etc).

I used Python to automate a Twitter bot that retweets science communication games:

https://natbat.github.io/scicomm-calendar/

I have also worked extensively with the iNaturalist API. Simon and I just launched MVP of the site we’ve been working on for the last few days. It’s a site to get people interested in Tidepooling and help figure out the best low tides to visit in the next month that are in daylight hours.

https://www.rockybeaches.com/us/pillar-point

Another site we launched was for the Super Bowl / Superb Owl

https://www.owlsnearme.com

I am working to publish and create a library of nature videos for the Bay Area.

https://m.youtube.com/channel/UCu_N3UP2o8JdnNmGAhYRijQ

Here is the educational video of me talking about how 50% of all Californian Sealions are born on June 15th and the rest are born that week:

https://youtu.be/Z2B_cbp34D8

youtube

My educational video on redwood trees:

https://youtu.be/3DzN2De9ANc

youtube

I have been a volunteer Docent/Guide at the Marine Mammal Center for a year, I have done nearly 100 hours of Docenting. This involved customer engagement through storytelling to help spark people’s passion about marine mammals and lead them into behavioural change to save the oceans and the planet. (See below for more details and recommendations I have received on this role). I have also taken the tour guide training and was in the process of graduating as a tour guide when the pandemic temporarily closed the Center.

I took part in Science Hackday 2017, 2018 and 2019.

Marine Mammal experience

I have been volunteering at The Marine Mammal Center in Marin, California on the animal care crew (Tuesday daytime topside) more details on this can be found in the volunteering section of my LinkedIn profile.

In summary this consisted of in-pen experience with marine mammals such as Elephant Seals, Northern & Guadalupe Fur Seals, California & Stellar Sea lions. Working as part of a team to follow protocols (such as tube feeding), do detail oriented work and care for the animals in a high stress, high risk environment.

I trained in ‘Elephant Seal progression’ which involved direct interaction with young & yearling Elephant seals 'fish school' monitoring their behaviour and teaching them to activate their instincts to recognise fish as food & overcome gag reflex to swallow and eat fish on the pen floor & in the pool. I spent several seasons as part of the Fish school team. Part of this work required detailed charting of observations and behaviours for continuity between teams and vet-staff to be informed.

The Fish kitchen experience (both participating in and running fish kitchen) involved, organising orders, labels and buckets, measuring quantities, performing quality assurance & adding medication to fish, making measuring and drawing up fish mash and electrolytes.

I ran the fish kitchen operation on several occasions, organising, prioritising and managing teams to take the fish to the pens, taking reports of the feeds/observations and charting this for vet staff.

I helped release Elephant Seals to the wild which is an incredibly magical experience knowing you have helped these animals recover. I have participated as part of the release team on two releases at Chimney rock which is a different sort of high-stress/risk environment because you are out in the wild and there are adult elephant seals around on the beach.

I've taken the Animal care class & the Advanced animal care class yearly and the Elephant Seal Progression class.

Neighborhood campaigns and local politics

I have been campaigning with some friends and neighbors to save trees in Hayes Valley, this included putting out petitions, posters, social media campaigns, surveys, writing speeches, and speaking out at public meeting city hearings and appeals (both for hayes valley and other neighborhoods) and negotiating for terms of replacement trees directly with the Bureau of Urban Forestry.

For more information on our campaign’s achievements: https://blog.natbat.net/post/623649015818485760/hayes-valley-trees

Ham Radio and Disaster response experience

I trained with the SF fire department Neighborhood Emergancy Response Team (NERT predecessor to the CERT programs elsewhere in California) in 2017. This was a 3 day program with a license for 2 years and I have renewed again in 2019. I have attended a NERT Drill and have done three graduate NERT classes, psychological first aid, pet preparedness and first aid and Emergency Communications.

I took a Ham Radio class with the SF Ham Radio Club in June 2017. I arranged study groups with some friends. I took the exam for the Technical License and passed first time with a score of 34/35. In September 2017 I passed my General License (Intermediate) exam. My callsign is KM6LCB.

I volunteered at the San Francisco Marathon on the communications team on the part of the route that blocked in the SF blood bank. I’ve taken part in two treasure hunt style simplex competitions with friends, run by a friend who used to write the MIT treasure hunt.

Expeditions

Simon and I went on a week long kyacking and camping expedition in Baja Mexico in with Naturalists and Guides from Seatrek to find Blue and Grey whales in n Feb 2019

I planned and organized a 4 week expedition to Madagascar in September 2019. I wanted to see as many Lemurs in the wild as possible so my plan took me to a distribution of biodiversity hotspots all over the country (some of which were very hard to get to and involved chartering boat or hiking for miles).

I worked with an independant local guide and together we booked accomodations and arranged logistics around constraints of time, budget route and amount of lemurs. We saw 28 (of the hundred or so extant) different species of Lemur in the wild. Hiked twice a day including a lot of night hikes to see bats and nocturnal lemurs and fosa fusana. I learned enough Malagasy to communicate basic needs and facts about animals!

#personal #tech #conference #naturalist #docent #marine mammals #bats #tidepooling #ham radio #expeditions

0 notes