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Here’s All You Need to Know about Becoming A Data Analyst

From giving people what they expect to walking the extra mile and identifying the scope of process improvement, there is a lot of information gathered from data.

Specialists in data analysis work on massive data pools and try to obtain valuable insights from them. Such individuals work on an array of data concerning the firm’s products, customers, and performance.

They then come up with relevant indicators to gauge such data and help the firm make appropriate decisions. The criticality of these indicators is that it helps the organization define the product based on consumer needs. Improvements needed in the production process and marketing strategies are also decided based on the parameters set by data analysts.

Having understood the critical role that a data analyst plays in an organization’s strategies, you can understand that this is a highly valued role. If you are looking to pursue a career in this field, here’s all that you need to know.

Skills Required

Like every other profession, analyzing data also requires you to have a particular pre-defined skillset. While some of the necessary skills are technical, others are practical and behavioral.

Here's All You Need to Know about Becoming A Data AnalystTechnical Skills

When dealing with large volumes of data, you cannot afford to manually scrutinize every piece of information. Knowing how to code will help you automate your job, thus allowing you to act on a larger data pool. While most organizations require their team of data scientists and analysts to be well versed in at least one programming language, it is always better to be familiar with multiple relevant languages.

The common programming languages used in the world of data include Java, PHP, C++, Python, MATLAB, and R. Knowing R, SQL, and HIVE will allow you to build queries that will extract the data in the exact manner you need. This makes it easier for you to act on the data and come up with accurate reports.

From a technical standpoint, merely knowing how to code will not suffice, and you need to get yourself acquainted with the standard data manipulation tools. These include Cognos, Tableau, Oracle Visual Analyser, Microsoft Power BI, SAS, etc. Luckily, these are easy to master, and you can look up online resources to help you on this journey.

Practical Skills

A good grasp of mathematical concepts and a fair knowledge of statistics is one of the most important practical skills for someone keen on data analysis.

You need to know how to use charts, graphs, and tables to visualize the data. Linear and multivariable calculus that is taught at the higher secondary level is an integral part of the everyday life of a data scientist.

Other than the calculative aspect of numbers, one also needs to be well versed in Excel. This helps in organizing the data and making it readily available for future analysis. It is recommended that you consider an online course in Microsoft Excel before setting foot in a career in this field.

Behavioral Skills

To survive in the world of data analysis, one needs to have a good understanding of user requirements to make the most of the data that is given to them. They also need to convey their analysis to the key decision-makers in the management in a lucid manner. To do justice to such a job, one needs to have excellent communication skills.

A data analysis professional often needs to collaborate with executives and IT specialists. Such people are the point-of-contact between a client and the business. Considering the role of a data specialist’s communication in modifying business processes, it will be fair to say that soft skills are an essential professional skill in this field.

Academic Qualifications

If you are looking to begin your data analysis career in an entry-level position, you need to have a bachelor’s degree. Most organizations do not emphasize specialization in data analysis, economics, or mathematics, and having a high GPA in any field should suffice. Spend some time identifying the best data analytics boot camp and enrolling in the same.

Most higher-level positions require an individual to either have a master’s degree or be armed with tonnes of experience. If you are a fresher keen to begin your career in a high-paying position, you can get a master’s degree in Business Analytics or Data Science.

Career Scope As a Data Analysis Professional

Today, the world of business banks on data power, and there are immense career opportunities for skilled professionals in this field. Here are some of the top field that requires the expertise of such professionals.

Here's All You Need to Know about Becoming A Data Analyst

 

Finance & Investments

In investment banks and other financial institutions, data analysis professionals take on the management path and play an essential role in decision making.

The finance and investment sector has multiple entry-level and expert positions, and depending on your expertise you can consider a career in this field. In the coming years, it is expected that there will be a higher demand for data analysts in the world of finance and investments.

Market Research

Data Analytics is an essential part of the modern marketing landscape, and any market research activity is incomplete without it.

Most organizations consider data-intensive market research an integral part of their planning before launching a product or evaluating its performance. This requires the professional service of skilled analysts.

Sales

To boost the sales of an organization, the firm often relies on improving customer satisfaction. By analyzing the data, firms can identify potential hiccups in sales and attend to them before it takes a toll on the performance. The high demand makes it an ideal career option for skilled data analysis professionals.

Thus, you see that the roadmap to a fulfilling career in data analysis is a simple one. If you are ready to put in ample hard work, the future in data analysis is one with ample opportunities.

All you need to do is work on your skills, seek the due academic qualifications, and then decide the sector or industry you would want to associate yourself with.

 

Mohsen Fakhrizadeh Laid to Rest in Tehran

The senior scientist was buried at Imamzadeh Saleh mosque in Tajrish Square of Tehran’s Shemiran district on Monday.

The burial came after a detailed funeral ceremony held in the morning.
The cortege began at the Ministry of Defence in east Tehran, with top state and military officials on hand to pay their respect to a man who played a leading role in bolstering Iran’s defence power and advancing its nuclear energy program.

An honour guard carried the casket containing his remains.

The ceremony was attended by top Iranian officials including Defence Minister Brigadier General Amir Hatami and Ali Shamkhani, the secretary of Iran’s Supreme National Security Council.

At an outdoor portion of the Defence Ministry, Commander-in-Chief of the Islamic Revolution Guards Corps (IRGC) Major General Hossein Salami, the IRGC’s Quds Force head Brigadier Gen. Esmail Qa’ani, head of the Atomic Energy Organization of Iran Ali Akbar Sahei and Intelligence Minister Mamoud Alavi sat apart from each other and wore masks due to the coronavirus pandemic as a reciter read several verses of the holy Qur’an.

Follow the latest on the assassination of Mohsen Fakhrizadeh through this link.

A message was read out to the ceremony from Leader of the Islamic Revolution Ayatollah Seyyed Ali Khamenei, who has ordered officials to identify and punish the perpetrators of the crime and continue his scientific path with diligence.

DM Hatami put his forehead against the casket and kissed it before addressing the ceremony, pledging that the assassination would make Iranians “more united, more determined.”

Mohsen Fakhrizadeh Laid to Rest in Tehran
Iran Not to Leave Fakhrizadeh’s Assassination Unanswered: DM

On Sunday, Fakhrizadeh’s body was flown to the holy city of Mashhad, where it was taken inside the holy shrine of Imam Reza (AS), the eight infallible imam of Shiite Muslims.

It was then transferred to the holy city of Qom for a visit to the shrine of Fatima Masoumeh, the sister of Imam Reza (AS) and to the mausoleum of the late founder of the Islamic Republic Imam Khomeini outside Tehran.

Iran Not to Leave Fakhrizadeh’s Assassination Unanswered: DM

Speaking at the deceased scientist’s funeral ceremony on Monday, Defence Minister Brigadier General Amir Hatami said the enemy knows that the Iranian nation will not leave any crime, act of terrorism, and stupid move unanswered.

“We will definitely track down the criminals until the end. They should know they will be punished for what they did. We will execute the order issued by the chief-commander of Iranian armed forces,” he noted.

The defence minister said the assassination of Fakhrizadeh will only boost the solidarity and determination of the Iranian nation, making Iran more resolved to continue his path and accelerate the country’s progress.

He then addressed the international sponsors of the assassination and said, “You think you’re closing a path or breaking a determination through this move; but you should know that will not happen.”

He expressed gratitude to the nations and governments that felt responsible and denounced the terrorist act, but scolded the other governments and international bodies that failed to condemn it.

“These countries [that didn’t condemn the attack] must know that appeasing terrorists emboldens them. If you fail to take a firm stance and remain trapped in your double views, terrorism will one day haunt you,” he noted.

Hatami said that Iran will continue its fight against terrorism as it did in Iraq and Syria, no matter how other countries treat terrorists.

“Whoever bows to terrorists will abase itself,” the defence minister noted.

Follow the latest on the assassination of Mohsen Fakhrizadeh through this link.

Fakhrizadeh’s Efforts to Develop COVID-19 Vaccine in Iran Bearing Fruit: Official

In a message released on Sunday, head of the Coronavirus Battle Headquarters of Tehran paid tribute to Fakhrizadeh as a prominent scientist and distinguished scholar in research, technology and the health sector.

Alireza Zali said the head of the Defense Ministry’s Research and Innovation Organization, who was assassinated on Friday, devoted his life to the promotion of science and technology in the country, and was a pioneer of not only the defense industry, but also the battle against the coronavirus pandemic.

Fakhrizadeh’s programme to make an Iranian vaccine for COVID-19 is yielding results, as the tireless efforts of the late scientist and his colleagues have advanced the project to the stage of human tests, Zali added.

He also noted that the Defense Ministry’s Research and Innovation Organization rushed to help the medical society immediately after the outbreak of coronavirus and manufactured the first Iranian diagnostic test kit for COVID-19.

Follow the latest on the assassination of Mohsen Fakhrizadeh through this link.

Iran’s success to produce a homegrown test kit that meets the international standards was a thorn in the side of the enemies, he added.

Zali finally made it clear to the enemies that assassination of Fakhrizadeh would not slow down Iran’s scientific progress and will instead strengthen his students’ resolve to make headway more vigorously.

Fakhrizadeh, a senior nuclear and defence scientist, was assassinated by unknown gunmen in a small city east of Tehran on Friday evening.

After sustaining injuries from a car explosion and bullets, Fakhrizadeh was taken to the hospital with a helicopter, but succumbed to injuries a few hours later.

Iranian Defence Minister Brigadier General Amir Hatami has lauded Fakhrizadeh as a key figure in Iran’s fight against coronavirus, saying the deceased was the leader of a team that developed one of the first Iranian kits for diagnosis of coronavirus.

Zarif Says His Relationship with Biden Based on Mutual Respect

In an interview with the Entekhab news website, Mohammad Javad Zarif said Biden looks at foreign policy from a perspective different from that of outgoing President Donald Trump.

Zarif noted that his past relationship with Biden cannot be described as friendly; rather, it was only a professional relationship.

“The relationship between an Iranian agent and an American senator is not a friendly one and can be described as a work-related one,” he said.

“These relations cannot even be called personal and good; rather, they can be described as professional relations based on mutual respect,” Zarif added.

“When I was Iran’s representative to the UN, I had several meetings with Biden at a specialized level. Biden surely has a different view toward foreign policy from that of Trump,” said Zarif.

“Biden has had a role in the United States’ foreign policy arena since 1970 and is more familiar with foreign policy than Trump is, but this does not mean that his stances are acceptable. We should note that Biden’s positions reflect the US government’s approach anyway,” he said.

“Definitely, Biden acts in line with the United States’ national interests. But the key issue during the Trump era was that the White House had handed over foreign policy to Israel and [its prime minister Benjamin] Netanyahu. There is no doubt that Zionist pressure groups have had an effective role in the US foreign policy since the establishment of the Israeli regime. However, Trump hand handed over this significant arena to Netanyahu, who is an extremist figure in the Zionist regime, and to an extremist and radical circle which was actually run by the ISIS, Al-Nusra Front and all extremists in the region and across the world,” he said.

Zarif Says His Relationship with Biden Based on Mutual Respect“The US government will definitely have fundamental problems with the Islamic Republic of Iran during the Biden administration as did Obama. During Obama’s presidency, relations between Tehran and Washington were not friendly, either, and there were differences to some extent; however, part of unnecessary tensions between the two sides had subsided. But during Trump’s presidency, tensions between Iran and the US were at their highest in 40 years. It seems there is no need for this trend to continue,” said Zarif.

The top diplomat underlined that the issue of Tehran’s stance on the US should not turn into a partisan matter in Iran.

“I don’t see foreign policy as a partisan matter. In other words, foreign policy should be planned based on a non-partisan basis. But, unfortunately, this issue is ignored in our country by some parties. We should be seeking [to safeguard our] national interests, whether in the 12th administration (Hassan Rouhani’s second four-year term in office) or in the 13th administration,” he said.

“Negotiations between Iran and the US began in the 10th administration with the Supreme Leader’s blessing. The same people in the eleventh and twelfth administrations who were opposed to talks with the US had been opposed to negotiations in the tenth administration, too,” he said.

He urged Iranian political factions not to turn foreign policy into a partisan row as it will be to the detriment of Iran’s national interests.

Elsewhere in his remarks, Zarif described the Trump administration a “rogue” one which pulled out of numerous agreements, including the 2015 Iran nuclear deal known as the Joint Comprehensive Plan of Action (JCPOA).

Zarif said the JCPOA was a strong agreement which Washington tried to abuse.

He said the US government failed to fully abide by its commitments even during the Obama administration.

The Iranian foreign minister said the US keeps violating one of the fundamental principles of international law and the UN Charter, i.e., the principle of not resorting to force.

“For example, the US attacked Iraq,” he said.

Zarif said the United States has always had power in the outside world and has been able to exert force.

“But what was important was that we refused to succumb to Washington’s pressure,” he noted.

Even under Obama, said Zarif, the US was able to make the moves that it did during the Trump administration, but it didn’t.

Zarif Says His Relationship with Biden Based on Mutual Respect

Elsewhere in his remarks, Zarif touched upon the US presidential election.

“I feel two groups support Trump in Iran. One group is those who call themselves opponents of globalists and they feel they and Trump are like-minded, which is regrettable. Of course, Mr. Trump may be an isolationist, but he is definitely not an anti-globalism element,” said he top diplomat.

“In the foreign policy arena, Mr. Trump is an agent of Zionists and implements the policies of reactionary countries in the region,” he said.

“The analysis by all of us until six months ago suggested that Mr. Trump will be re-elected, … but the tables were turned,” he added.

Zarif criticized those who tied their victory in the upcoming Iranian presidential vote to the reelection of Trump.

“They said they would certainly win in the 2021 Iran presidential election if Trump won, but now this certainty has been questioned,” said Zarif.

“It would be bad for us to plan our elections based on developments outside Iran,” said the foreign minister.

“Another point is that they are supporting Trump, who has killed general Soleimani and has been involved in the murder of thousands of Iranians, who have lost their lives due to a lack of medicine, poverty and unsuitable social conditions. Trump has had a role in all of these cases. Even he himself had said that the US wanted to exert so much pressure on Iran that it would destroy Iran’s economy,” he said.

Zarif underlined it is not understandable why some people are backing a person who wanted to destroy the economy of their country.

Elsewhere in his remarks, Zarif touched upon Iran’s relations with other countries.

“At the same time that we have good relations with China and Russia, we should have good relations with Turkey and Europe as well,” he said.

Zarif said Russia and China have had key roles in Iran’s foreign policy.

“We should have a tension-free relationship with the US, too,” the top diplomat said.

No Assassins Present at Scene of Iranian Scientist’s Slaying: New Report

The IRGC-affiliated Fars News Agency reports that it has found out about more details of the terrorist act.

Based on this report, the bullet-proof car carrying Fakhrizadeh and his wife accompanied by three bodyguard vehicles sets off on a journey from a town in northern Mazandaran province to the town of Absard in Damavand region to the east of the capital, Tehran.

A few kilometres left to the site of the incident, the leading bodyguard car leaves the motorcade to go and check the destination for safety.

At the same time, the sound of a few bullets hitting the car draws the attention of Fakhrizadeh and makes the car stop. He gets out of the car, believing the sound had been caused by the car hitting objects on the road or by the engine malfunctioning.

Follow the latest on the assassination of Mohsen Fakhrizadeh through this link.

Right then, several rounds were shot at Fakhrizadeh by a remote-controlled automatic machine gun from a Nissan pickup parked 150 metres from his car. Two bullets hits Fakhrizadeh on his side and one bullet in the back, causing his spinal cord to be severed.

Meanwhile, Fakhrizadeh’s lead bodyguard jumps in front of him to protect him, and is hit by several bullets. Moments later, the parked pickup truck explodes.

Wounded Fakhrizadeh is taken to a clinic and then medevacked to a hospital in Tehran, but, unfortunately, he succumbs to his wounds after a while.

It is noteworthy that based on the information received by Fars News Agency, the operation took around 3 minutes, and no human agents were present at the scene. The shots were fired by automatic weapons, and no one is hurt in the incident except Fakhrizadeh’s bodyguard, who is wounded.

An investigation to identify the owner of the Nissan pickup shows he had left the country on October 29, 2020.

Fakhrizadeh had been on the Israeli regime and terrorist group’s assassination list for nearly 3 decades. In recent years, several attempts on his life had been foiled.

Iraq, Azerbaijan Condemn Assassination of Iranian Scientist

in a telephone conversation on Sunday, Minister of Foreign Affairs of the Republic of Azerbaijan Jeyhun Bayramov expressed sympathy with and offered his condolences to Iranian Foreign Minister Mohammad Javad Zarif over the martyrdom of Iranian nuclear and defence scientist Mohsen Fakhrizadeh in the recent terrorist assassination.

The senior Azeri diplomat also condemned the assassination as an inhumane action.

Zarif and Bayramov also discussed bilateral relations between Tehran and Baku and other issues of mutual interest.

Iraqi Minister of Foreign Affairs Fuad Mohammed Hussein also called Zarif to condemn the terrorist assassination that led to the martyrdom of Fakhrizadeh.

Hussein also offered the Iraqi government’s condolences to the Iranian people and government over the loss.

Follow the latest on the assassination of Mohsen Fakhrizadeh through this link.

Newspapers Discuss Iran’s Response: Harsh Revenge or Strategic Patience?

Iranian Newspapers


Abrar Newspaper:

1- Rouhani Blames Global Arrogance, Israel for Fakhrizadeh Assassination

2- Rai al-Youm: Fakhrizadeh Assassins Linked to CIA, Mossad

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Afkar Newspaper:

1- Head of Assembly of Experts: Iran to Take Harsh Revenge

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Aftab-e Yazd Newspaper:

1- Iran Leader Orders Punishment of Those Who Ordered, Executed Fakhrizadeh Assassination

2- International Legal Pursuit of Fakhrizadeh Assassination

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Arman-e Melli Newspaper:

1- What Did Audiences Say about ‘Trap of Tension’?

2- Rouhani: Iran to Respond to Israel’s Warmongering

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Ebtekar Newspaper:

1- Iran Leader Calls for Punishment of Those Behind Assassination

2- Widespread Reactions to Assassination of Fakhrizadeh: How Will Iran Respond?

* From Responding in Appropriate Time to National Solidarity

3- German Media Reveals US, Israel Role in Killing Iranian Scientist

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Etemad Newspaper:

1- The Day After the Incident

* A Review of Assassination Operation and the Way Terrorists Arrived in Absard

2- Iran Unanimously Condemns Assassination, Calls It Blatant Violation of Int’l Law

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Ettela’at Newspaper:

1- Definite Punishment of Perpetrators While Continuing His Scientific Work

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Iran Newspaper:

1- Timely Response: Iran Unanimous against Killing of Fakhrizadeh

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Javan Newspaper:

1- Leader Orders Punishment of Those Who Ordered, Executed Assassination

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Jomhouri Eslami Newspaper:

1- Fakhrizadeh Family: His Path Will Be Continued

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Kayhan Newspaper:

1- Assassination of Fakhrizadeh Won’t Stop His Unique Achievements

2- Europe’s Shamelessly Calls for Restraint against State Terrorism!

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Mardom Salari Newspaper:

1- Netanyahu-Trump Joint Madness in Absard Terror

2- Fakhrizadeh Built Infrastructure of Iran’s Nuclear Defence in Best Way Possible: AEOI

3- Iran’s Envoy to London: Fakhrizadeh Killing Violation of Int’l Law

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Resalat Newspaper:

1- Iran’s Patience Getting Over: Countdown for Revenge Season

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Setareh Sobh Newspaper:

1- Wave of Condemnation and Protest against Killing Nuclear Scientist

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Shahrvand Newspaper:

1- Revenge in Due Time, Continuing Path of Martyr

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Shargh Newspaper:

1- Rouhani: We’ll Respond in Appropriate Time

2- Raisi: Fakhrizadeh and People Like Him ‘Heroes of Iran’s Progress’

3- EU Slams Assassination of Fakhrizadeh as ‘Criminal Act’

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Sobh-e Emrooz Newspaper:

1- Harsh Revenge or Strategic Patience?
* How Will Iran Respond to Assassination of Nuclear Scientist?

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?


 

Vatan-e Emrooz Newspaper:

1- Agenda: Punishment

Newspapers Discuss Iran's Response: Harsh Revenge or Strategic Patience?

Omani FM Condemns Assassination of Fakhrizadeh

In a Sunday phone call with Foreign Minister Mohammad Javad Zarif, the Omani top diplomat expressed sympathy and offered condolences to the Iranian nation and government over the incident.

Albusaidi also condemned the terrorist act and said terrorism is rejected and unacceptable in any form.

Fakhrizadeh, the head the Defense Ministry’s Organization of Defensive Innovation and Research, was targeted in a multi-pronged terrorist attack by a number of assailants in Absard city of Tehran Province’s Damavand County.

Iran Must Retaliate by Attacking Israel’s Haifa: Conservative Paper

Camouflaged Missiles Fired from Underground during Iran War Games

In this editorial, political analyst Sa’dollah Zarei noted such a military strike would serve as a deterrent move against possible future terror acts.

“If Israel is proved to have had a role in the assassination of Mohsen Fakhrizadeh, and, of course, if all evidence suggests such involvement, we should deal such a blow to this regime that … it would remove from its agenda, forever, plans to attack Iranian troops or centres in any place,” he said.

“We have already announced, time and again, that if Israel makes a mistake, we will strike Haifa,” he noted.

Follow the latest on the assassination of Mohsen Fakhrizadeh through this link.

“Now, supposing that the Israeli regime’s role in the assassination is proved, we can carry out this threat, but not at a level similar to our missile attack on the American Ain al-Assad base in Iraq [in retaliation for assassination of General Qassem Soleimani in January]; … rather, the attack on the key port city of Haifa should be such that heavy human losses are also inflicted in addition to the destruction of facilities, so that our deterrence will reach ‘a point of certainty’,” he noted.

Zarei argued that the huge damage caused to Iran with the assassination of Fakhrizadeh shows the Ain al-Assad retaliation was just a slap in the enemy’s face, and while Iranian officials repeatedly vowed a revenge, they didn’t take any further action, emboldening Israel to do this.

“If Iran’s reaction is done vigilantly and precisely, it will definitely result in deterrence because the US and the Israeli regime and their agents are, by no means, prepared to take part in a war and military confrontation, this will, in the true sense of the word, put an end to war and terror in our region,” he said.